[2026] [2025] [2024] [2023] [2022] [2021] [2020] [2019] [2018] [2017] [2016] [2015]

2026

• Beiyu Song, Yu Yang, Tingting Fan, Hongbo Ye, Edward Chung, Jiannong Cao, “An End-to-End GPS-based Traffic Speed Prediction Framework Without Explicit Map-Matching”, IEEE Transactions on Intelligent Transportation Systems, 2026, accepted 12 May 2026.
• Jialun Zheng, Jie Liu, Jiannong Cao, Divya Saxena, “Dynamic Spatial-Temporal Mapping for EEG-to-fMRI Synthesis via Gaussian-Guided Heterogeneous Graph Neural Network”, The 29th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2026), Abu Dhabi, UAE. October 4-8, 2026, accepted 8 May 2026.
• Mingjin Zhang, Jiannong Cao, Tao Wu, Xiangchun Chen, Ne Wang, “Efficient KV Cache Migration for Geo-Distributed LLM Inference in Collaborative Edge Computing”, The 46th IEEE International Conference on Distributed Computing Systems (ICDCS 2026), Seoul, South Korea. June 22–25, 2026, accepted 28 Apr 2026.
• Xiuxiu Qi, Jiannong Cao, Julie A. McCann, Chongshan Fan, Hanqian Luo, Hongpeng Wang, “Semantic-Aware Behavior Optimization with Safety Reinforcement Feedback for Language-Conditioned Manipulation”, IEEE Robotics and Automation Letters (RA-L), 2026, accepted 30 Mar 2026.
• Rui Cao, Jiannong Cao, Bo Yuan, Zhiyuan Wen, Mingjin Zhang, “FactCheck: Feasibility-aware Long-term Action Anticipation with Multi-agent Collaboration”, IET Software, 2026, accepted 15 Mar 2026.
• Hanchen Yang, Jiaqi Wang, Jiannong Cao, Wengen Li, Jialun Zheng, Yangning Li, Chunyu Miao, Jihong Guan, Shuigeng Zhou, Philip S. Yu, “OKG-LLM: Aligning Ocean Knowledge Graph with Observation Data via LLMs for Global Sea Surface Temperature Prediction”, IEEE Transactions on Knowledge and Data Engineering, 2026, accepted 8 Mar 2026.
• Li-Ming Zhan, Bo Liu, Chengqiang Xie, Jiannong Cao, Xiao-Ming Wu, “Reading Out Transformer Activations for Precise Localization in Language Model Steering”, The Fourteenth International Conference on Learning Representations (ICLR 2026), Rio de Janeiro, Brazil, 23-27 April 2026, accepted 1 Mar 2026.
• Penghui Ruan, Bojia Zi, Xianbiao Qi, Youze Huang, Rong Xiao, Pichao Wang, Jiannong Cao, Yuhui Shi, “CTRL&SHIFT: High-quality Geometry-aware Object Manipulation in Visual Generation”, The Fourteenth International Conference on Learning Representations (ICLR 2026), Rio de Janeiro, Brazil. April 23-27, 2026, accepted 25 Jan 2026.
• Kaile Wang, Jiannong Cao, Yu Yang, Xiaoyin Li, Mingjin Zhang, “FedRD: Reducing Divergences for Generalized Federated Learning via Heterogeneity-aware Parameter Guidance”, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2026), Barcelona, Spain. May 4-8, 2026, accepted 17 Jan 2026.
• Xiuxiu Qi, Jiannong Cao, Chongshan Fan, Hanqian Luo, Julie A. McCann, Hongpeng Wang, “Neuro-Symbolic Reachability Reasoning for Physically Grounded Embodied Question Answering”, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2026), Barcelona, Spain. May 4-8, 2026, accepted 17 Jan 2026.
• Hanqian Luo, Zezhi Liu, Jiannong Cao, Xiuxiu Qi, Julie A. McCann, Yongchun Fang, “Towards Object-level Multimodal Task Planning for Long-term Robotic Manipulation with Vision Language Model and Behavior Tree”, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2026), Barcelona, Spain. May 4-8, 2026, accepted 17 Jan 2026.
• Chuntao Ding, Jianhang Xie, Junna Zhang, Salman Raza, Shangguang Wang, Jiannong Cao, “GroupNL: Low-Resource and Robust CNN Design over Cloud and Device”, IEEE Transactions on Mobile Computing, accepted 14 Jan 2026.
• Jialun Zheng, Jie Liu, Jiannong Cao, Xiao Wang, Hanchen Yang, Yankai Chen, “DP-DGAD: A Generalist Dynamic Graph Anomaly Detector with Dynamic Prototypes”, The Web Conference (WWW) 2026, Dubai, United Arab Emirates. April 13-17, 2026, accepted 13 Jan 2026.
• Qinhong Jiang, Yan Long, Youqian Zhang, Chen Yan, Xiaoyu Ji, Xiapu Luo, Kevin Fu, Jiannong Cao, Wenyuan Xu, “SoK: Security of Cyber-physical Systems Under Intentional Electromagnetic Interference Attacks”, The 35th USENIX Security Symposium, Baltimore, MD, USA. August 12–14, 2026, accepted 20 Dec 2025.
• Chenxu Wang, Junjie Huang, Yujun Liang, Xuanyao Peng, Yuqun Zhang, Fengwei Zhang, Jiannong Cao, Hang Lu, Rui Hou, Shoumeng Yan, Tao Wei, Zhengyu He, “SoK: Analysis of Accelerator TEE Designs”, The Network and Distributed System Security (NDSS) Symposium. San Diego, California, USA. 23-27 February 2026, accepted 4 Dec 2025.
• Xiuxiu Qi, Yu Yang, Jiannong Cao, Luyao Bai, Chongshan Fan, Chengtai Cao, Hongpeng Wang, “Continuous Vision-Language-Action Co-Learning with Semantic-Physical Alignment for Behavioral Cloning”, The 40th Annual AAAI Conference on Artificial Intelligence (AAAI-26). Singapore. January 20-27, 2026, accepted 8 November 2025.

2025

• Yuqin Wang, Jiannong Cao, Shaocheng Chu, Hongbo Liu, Milos Stojmenovic, Shan Jiang, “DAPPaaS: A Customizable Blockchain as a Service Platform for Decentralized Web3 Applications”, Blockchain: Research and Applications, 2025, accepted 2 Dec 2025.
• Changfu Xu, Jianxiong Guo, Jiandian Zeng, Houming Qiu, Tian Wang, Xiaowen Chu, Jiannong Cao, “Enhancing AIGC Service Efficiency with Adaptive Multi-Edge Collaboration in A Distributed System”, IEEE Transactions on Services Computing, 2025, accepted 27 Nov 2025.
• Hanqian Luo, Jiannong Cao, Xiuxiu Qi, Rui Cao, Yongchun Fang, “上下文感知驱动的具身智能: 从环境理解到自主决策 Context-aware embodied intelligence: from environmental understanding to autonomous decision-making”, 中国科学: 信息科学 [SCIENTIA SINICA Informationis, 2025], accepted 19 Nov 2025.
• Xiangchun Chen, Jiannong Cao, Rui Cao, Yuvraj Sahni, Mingjin Zhang, and Yusheng Ji, “Decentralized Task Offloading in Collaborative Edge Computing: A Digital Twin assisted Multi-agent Reinforcement Learning Approach”, IEEE Transactions on Mobile Computing, accepted 27 October 2025.
• Tong Nie, Wei Ma, Jian Sun, Yu Yang, and Jiannong Cao, “Collaborative Imputation of Urban Time Series through Cross-city Meta-learning”, IEEE Transactions on Knowledge and Data Engineering, accepted 10 October 2025.
• Xiaoyun Liu, Divya Saxena, Jiannong Cao, Yuqing Zhao, and Penghui Ruan, “MG-DARTS: Multi-Granularity Differentiable Architecture Search for Trade-Off Between Model Effectiveness and Efficiency”, IEEE Transactions on Neural Networks and Learning Systems, accepted 9 October 2025.
• Han Li, Yuvraj Sahni, Jiannong Cao and Fu Xiao, “TADEL: Task-Aware Dynamic Ensemble of Lightweight LLMs for Improved Inference Accuracy in Edge AI”, IEEE Annual Congress on Artificial Intelligence of Things (IEEE AIoT). Osaka, Japan. 3-5 December 2025, accepted 3 October 2025.
• Kaile Wang, Jiannong Cao, Yu Yang, Xiaoyin Li, Yinfeng Cao, “FedCCA: Client-Centric Adaptation against Data Heterogeneity in Federated Learning on IoT Devices”, IEEE Annual Congress on Artificial Intelligence of Things (IEEE AIoT). Osaka, Japan. 3-5 December 2025, accepted 3 October 2025.
• Yiwei Li, Jiannong Cao, Penghui Ruan, Divya Saxena, Songye Zhu, Yinfeng Cao, “Geometry-Consistent 4D Gaussian Splatting for Sparse-Input Dynamic View Synthesis”, IEEE Annual Congress on Artificial Intelligence of Things (IEEE AIoT). Osaka, Japan. 3-5 December 2025, accepted 3 October 2025.
• Chenxu Wang, Kun Lu, Fengwei Zhang, Yunjie Deng, Kevin Leach, Jiannong Cao, Zhenyu Ning, Shoumeng Yan, Tao Wei, and Zhengyu He, “Building Confidential Accelerator Computing Environment for Arm CCA”, IEEE Transactions on Dependable and Secure Computing, accepted 19 September 2025.
• Shengyuan Chen, Zheng Yuan, Qinggang Zhang, Wen Hua, Jiannong Cao, Xiao Huang, “Neuro-Symbolic Entity Alignment via Variational Inference”, NeurIPS 2025, accepted 19 September 2025.
• Yujie Feng, Li-Ming Zhan, Zexin Lu, Yongxin Xu, Xu Chu, Yasha Wang, Jiannong Cao, Philip S. Yu, Xiao-Ming Wu, “Geoedit: Geometric knowledge editing for large language models”, The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025), Suzhou, China. November 4-9, 2025, accepted 18 September 2025.
• Hanchen Yang, Jiannong Cao, Wengen Li, Yu Yang, Xiaoyi Li, Lingbai Kong, Yichao Zhang, Jihong Guan, and Shuigeng Zhou, “Towards Robust and Interpretable Spatial-Temporal Graph Modeling for Traffic Prediction”, ACM Transactions on Knowledge Discovery from Data, accepted 16 September 2025.
• Hongbo Liu, Jiannong Cao, Bo Yang, Dongbin Bai, Yinfeng Cao, Xiaoming Shen, Yinan Zhang, Jinwen Liang, Shan Jiang, Mingjin Zhang, “PolyEdge: a Blockchain-Based Decentralized Edge AI Platform for LLM Inference”, IEEE International Conference on Blockchain (Blockchain 2025), Zhengzhou, Henan, China, October 30 - November 02, 2025, accepted 15 September 2025.
• Jinwen Liang, Jiannong Cao, Bo Yang, Dongbin Bai, Hongbo Liu, and Yinfeng Cao, “Decentralized Physical Infrastructure Networks: Backgrounds, Architectures, Open Issues, and Case Studies”, IEEE International Conference on Blockchain (Blockchain 2025), Zhengzhou, Henan, China, October 30 - November 02, 2025, accepted 15 September 2025.
• Shan Jiang, Wenchang Chai, Mingjin Zhang, Jiannong Cao, Shichang Xuan, Jiaxing Shen, “Verifying Energy Generation via Edge LLM for Web3-based Decentralized Clean Energy Networks”, Information Fusion, accepted 14 September 2025.
• Yinan Zhang, Jiannong Cao, Mingjin Zhang, Ruosong Yang, “FedHO: Memory-Efficient Federated Fine-Tuning for Large Models via Hybrid Gradient Computation”, Workshop on Federated Learning and Edge AI for Privacy and Mobility, FLEdge-AI 2025 @MOBICOM 2025, Nov. 4-8, 2025, Hong Kong, China, accepted 8 September 2025.
• Danyang Xiao, Jialun Li, Xuan Mo, Weigang Wu, Jiannong Cao, “Decentralized Federated Distillation with Protected Pruned Models in Few Global Epochs”, IEEE Transactions on Dependable and Secure Computing, accepted 5 September 2025.
• Jialun Zheng, Divya Saxena, Jiannong Cao, “COIN-GNN: Inductive Spatial-Temporal Prediction for Continuous Distribution Shifts via Graph Neural Networks”, IEEE Transactions on Knowledge and Data Engineering, accepted 25 August 2025.
• Juncen Zhu, Huizi Han, Jiannong Cao, Julie McCann, Ho-Yin Michael Ma, Xiaoyun Liu, “LiquidAuth: Reliable and Accurate Liquid Authentication Using GAN-enhanced Acoustic-to-Mass-Spectrum Mapping”, ICCCN, Tokyo, Japan, 4–7 August 2025
• Xiaoyong Yan, Fu Xiao, Jian Zhou, Xiulong Liu, Chuntao Ding, Jiannong Cao, Aiguo Song, Alex X. Liu, “NDP: Network Division Positioning for Irregular Multi-hop Networks”, IEEE Transactions on Parallel and Distributed Systems, 16 June 2025
• Hongbo Liu, Jiannong Cao, Yinfeng Cao, Dongbin Bai, Jinwen Liang, Ruidong Li, “EdenDID: An Edge Computing and Blockchain-based Decentralized Identity System for Web3 Applications and DePIN”, Springer Cluster Computing, 4 June 2025
• Toshiki Takakubo, Yinfeng Cao, Ruidong Li, Jiannong Cao, “UnionChain: A Graph-based Shard Partitioning for Scalable Smart Contract Execution”, IEEE Metacom 2025, Seoul, Republic of Korea, August 27–29, 2025
• Yinfeng Cao, Jiannong Cao, Baoxia Du, Dongbin Bai, Mingjin Zhang, Ruidong Li, “ChainTwin: Blockchain-based Trustless Digital Twin Generation and Cross-Domain Adoption”, IEEE Transactions on Network Science and Engineering, 29 June 2025
• Hanchen Yang, Jiannong Cao, Wengen Li, Shuyu Wang, Hui Li, Jihong Guan, Shuigeng Zhou, “Spatial-Temporal Data Mining for Ocean Science: Data, Methodologies and Opportunities”, ACM Transactions on Knowledge Discovery from Data, 29 June 2025
• Divya Saxena, Jiannong Cao, Jiahao Xu, Tarun Kulshrestha, “Re-GAN: Data-efficient GANs Training via Architectural Reconfiguration”, IEEE Transactions on Pattern Analysis and Machine Intelligence, 11 July 2025
• Zhaorui Zhang, Sheng Di, Benben Liu, Zhuoran Ji, Guanpeng Li, Xiaoyi Lu, Amelie Chi Zhou, Khalid Ayed Alharthi, Jiannong Cao, “FedEFsz: Fair Cross-Silo Federated Learning System with Error-Bounded Lossy Compression”, IEEE Transactions on Parallel and Distributed Systems, 22 July 2025
• Bo Liu, Ke Zou, Liming Zhan, Zexin Lu, Xiaoyu Dong, Yidi Chen, Chengqiang Xie, Jiannong Cao, Xiao-Ming Wu, Huazhu Fu, “GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis”, ICCV 2025, Honolulu, Hawaii, October 19–23, 2025
• Chenxu Wang, Danqing Tang, Changxu Ci, Junjie Huang, Yankai Xu, Fengwei Zhang, Jiannong Cao, Jie Song, Shoumeng Yan, Tao Wei, Zhengyu He, “ccAI: A Compatible and Confidential System for AI Computing”, IEEE/ACM International Symposium on Microarchitecture (MICRO), Seoul, Korea, October 18–22, 2025
• Shan Wang, Ming Yang, Yu Liu, Yue Zhang, Shuaiqing Zhang, Zhen Ling, Jiannong Cao, Xinwen Fu, “Time Tells All: Deanonymization of Blockchain RPC Users with Zero Transaction Fee”, The 32nd ACM Conference on Computer and Communications Security (CCS 2025), Taipei, Taiwan, October 13–17, 2025
• Jianing Zhao, Peng Gao, Jiannong Cao, Zhiyuan Wen, Chen Chen, Jianing Yin, Ruosong Yang, Bo Yuan, “CodeEdu: A Multi-Agent Collaborative Platform for Personalized Coding Education”, The 12th International Conference on Behavioural and Social Computing (BESC 2025), Hong Kong, China, October 16–18, 2025
• Chen Chen, Jianing Yin, Jiannong Cao, Zhiyuan Wen, Mingjin Zhang, Weixun Gao, Xiang Wang, Haihua Shu, “FollowUpBot: An LLM-Based Conversational Robot for Automatic Postoperative Follow-up”, The 12th International Conference on Behavioural and Social Computing (BESC 2025), Hong Kong, China, October 16–18, 2025
• Mingjin Zhang, Xiaoming Shen, Jiannong Cao, Zeyang Cui, Shan Jiang, “EdgeShard: Efficient LLM Inference via Collaborative Edge Computing”, IEEE Internet of Things Journal, Vol. 12, Issue 10, 15 May 2025, pp. 13119–13131
• Xinyue Li, Hangxin Li, Jiannong Cao, Shengwei Wang, “Robust Networked Control Adopting Prediction-Compensation Mechanism for IoT-Based Building Field-Level Control Concerning Network Uncertainties”, IEEE Internet of Things Journal, Vol. 12, Issue 11, 1 June 2025, pp. 15818–15827, link
• Yinfeng Cao, Jiannong Cao, Dongbin Bai, Long Wen, Yang Liu, Ruidong Li, “MAP the Blockchain World: A Trustless and Scalable Blockchain Interoperability Protocol for Cross-chain Applications”, The ACM Web Conference 2025, Sydney, Australia, 28 April–2 May 2025
• Yong Zhao, Jiannong Cao, Xingwei Wang, Fuliang Li, Qiang He, Xiaojie Liu, “Power Optimization for Low Transmission Delay in Software Defined Data Center Networks”, IEEE Transactions on Mobile Computing, Vol. 24, Issue 7, 2025, pp. 5716–5730
• Yinfeng Cao, Jiannong Cao, Baoxia Du, Ruidong Li, “Decentralized Digital Twin Networks”, IEEE Communications Magazine, 30 April 2025
• Divya Saxena, Jiannong Cao, Tarun Kulshrestha, Yuqing Zhao, “Dynamic Generative Adaptation for Data-Efficient GAN”, IJCNN, Rome, Italy, 30 June–5 July 2025
• Zhaorui Zhang, Sheng Di, Kai Zhao, Sian Jin, Dingwen Tao, Zhuoran Ji, Benben Liu, Khalid Ayed Alharthi, Jiannong Cao, Franck Cappello, "Efficient Parallel and Distributed Systems", IEEE Transactions on Parallel and Distributed Systems

2024

• Lei Yang, Yingqi Gan, Jinru Chen, Jiannong Cao, “AutoSF: Adaptive Distributed Model Training in Dynamic Edge Computing”, IEEE Transactions on Mobile Computing, Vol. 23, No. 6, June 2024, pp. 6549–6562
• Liang Zhang, Hongzi Zhu, Wen Fei, Yunzhe Li, Mingjin Zhang, Jiannong Cao, Minyi Guo, “Novas: Tackling Online Dynamic Video Analytics With Service Adaptation at Mobile Edge Servers”, IEEE Transactions on Computers, Vol. 73, No. 9, September 2024, pp. 2220–2232
• Tao Wu, Yuben Qu, Chunsheng Liu, Haipeng Dai, Chao Dong, Jiannong Cao, “Cost-Efficient Federated Learning for Edge Intelligence in Multi-Cell Networks”, IEEE/ACM Transactions on Networking, Vol. 32, Issue 5, October 2024, pp. 4472–4487
• Shuaiqi Liu, Jiannong Cao, Yicong Li, Ruosong Yang, Zhiyuan Wen, “Low-Resource Court Judgment Summarization for Common Law Systems”, Information Processing and Management, 2024
• Mingjin Zhang, Jiannong Cao, Yuvraj Sahni, Xiangchun Chen, Shan Jiang, “Resource-efficient Parallel Split Learning in Heterogeneous Edge Computing”, International Conference on Computing, Networking and Communications (ICNC 2024).
• Wanyu Lin, Hao Lan, Jiannong Cao, “Graph Privacy Funnel: A Variational Approach for Privacy-Preserving Representation Learning on Graphs”, IEEE Transactions on Dependable and Secure Computing, 2024
• Penghui Ruan, Pichao Wang, Divya Saxena, Jiannong Cao, Yuhui Shi, “Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning”, The 38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024), 10-15 December 2024, Vancouver, Canada
• Penghui Ruan, Divya Saxena, Jiannong Cao, Xiaoyun Liu, Ruoxin Wang, Chi Fai Cheung, “NASPrecision: Neural Architecture Search-Driven Multi-Stage Learning for Surface Roughness Prediction in Ultra-Precision Machining”, Expert Systems With Applications
• Yuqin Wang, Jiannong Cao, Shan Jiang, Shan Wang, Hongbo Liu, Zhixuan Liang, “Efficient and Atomic Cross-blockchain Transaction Processing for Decentralized Web3 Applications”, The 21st IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2024), 02-07 December 2024, Denarau Island, Fiji
• Qianyi Chen, Jiannong Cao, Yu Yang, Wanyu Lin, Sumei Wang, Youwu Wang, “Multi-stage Graph Convolutional Network with Spatial Attention for Multivariate Time Series Imputation”, IEEE Transactions on Neural Networks and Learning Systems
• Zengding Liu*, Chen Chen* (Miss), Jiannong Cao, Minglei Pan, Jikui Liu, Fen Miao, Ye Li, “Large Language Models for Cuffless Blood Pressure Measurement From Wearable Biosignals”, The 15th ACM Conference on Bioinformatics, Computational Biology and Health Informatics (ACM-BCB 2024), Nov. 22-25, 2024, Shenzhen, China
• Xiaoyong Yan, Jiannong Cao, Shigeng Zhang, Chuntao Ding, Chenhuang Wu, Alex X. Liu, Aiguo Song, “Cooperative Localization Using Expected Minimum Segment for Irregular Multi-hop Networks”, IEEE/ACM Transactions on Networking (TON), Early Access
• Wenjun Lan, Kongyang Chen, Jiannong Cao, Yikai Li, Ning Li, Qi Chen, Yuvraj Sahni, “Security-Sensitive Task Offloading in Integrated Satellite-Terrestrial Networks”, IEEE Transactions on Mobile Computing
• Divya Saxena, Jiannong Cao, Jiahao Xu, Tarun Kulshrestha, “Data-Efficient Alignment in Medical Imaging via Reconfigurable Generative Networks”, WACV 2025
• Xiangchun Chen, Jiannong Cao, Yuvraj Sahni, Mingjin Zhang, Zhixuan Liang, Lei Yang, “Mobility-aware Dependent Task Offloading in Edge Computing: A Digital Twin-assisted Reinforcement Learning Approach”, IEEE Transactions on Mobile Computing
• Hanchen Yang, Yuwei Chen, Jiannong Cao, Wengen Li, Yu Yang, Shuyu Wang, Jihong Guan, Rufu Qin, Shuigeng Zhou, “UniOcean: A Unified Framework for Predicting Multiple Ocean Factors of Varying Temporal Scales”, IEEE Transactions on Geoscience and Remote Sensing
• Genglin Wang, Zheng Shi, Yanni Yang, Zhenlin An, Guoming Zhang, Pengfei Hu, “Wireless Eavesdropping on Wired Audio with Radio-frequency Retroreflector Attack”, IEEE Transactions on Mobile Computing
• Jiangnan Xia, Yu Yang, Jiaxing Shen, Senzhang Wang, Jiannong Cao, “FairTP: A Prolonged Fairness Framework for Traffic Prediction”, The 39th Annual AAAI Conference on Artificial Intelligence (AAAI'25)
• Zhi Zhang, Yan Liu, Sheng-hua Zhong, Gong Chen, Yu Yang, Jiannong Cao, “Mixture of Knowledge Minigraph Agents for Literature Review Generation”, The 39th Annual AAAI Conference on Artificial Intelligence (AAAI'25)
• Luyao Bai, Jiannong Cao, Mingjin Zhang, Bo Li, “Collaborative Edge Intelligence for Autonomous Vehicles: Opportunities and Challenges”, IEEE Network Magazine
• Xiaoyin Li, Yu Yang, Jiannong Cao, Zhenqun Yang, Kaile Wang, “Investigating Learning Behaviors and Intervention Effectiveness of Students with Special Educational Needs”, The 17th International Conference on Blended Learning (ICBL 2024), 29 July - 1 August 2024, Macau, Macao SAR, China.
• Zhenqun Yang, Jiannong Cao, Xiaoyin Li, Kaile Wang, Xinzhe Zheng, Kai Cheung Franky Poon, Daniel Lai, “DMP_AI: An AI-Aided K-12 System for Teaching and Learning in Diverse Schools”, The 17th International Conference on Blended Learning (ICBL 2024), 29 July - 1 August 2024, Macau, Macao SAR, China.
• Jing Chen, Lin Yang, Yim-Wah Mark, Margaret O’ Donoghue, Chen Shi, Hilda Tsang, Shuya Lu, Jing Zou, Jing Qin, Yao Jie Xie, Timothy Lai, Chen Li, Jiannong Cao, “Effects of Components of a hand hygiene education program: A Cluster Randomized Clinical Trial”, JAMA Network Open (Early Access), (March 2024).
• Jialun Zheng, Divya Saxena, Jiannong Cao, Hanchen Yang, Penghui Ruan, “Inductive Spatial Temporal Prediction Under Data Drift with Informative Graph Neural Network”, The 29th International Conference on Database Systems for Advanced Applications (DASFAA), 2-5 July, 2024, Gifu, Japan.
• Haoli Wang, Jiangnan Xia, Yu Yang, Senzhang Wang, Jiannong Cao, “STS2ANet: Spatio-temporal Synchronized Sliding Attention Network for Accurate Cross-day Origin-Destination Prediction”, The 29th International Conference on Database Systems for Advanced Applications (DASFAA), 2-5 July, 2024, Gifu, Japan.
• Yinfeng Cao, Jiannong Cao, Hongbo Liu, Zeyang Cui, Long Wen, “Eden: An Edge Computing Empowered Proof-of-Personhood Protocol for Anti-Sybil in Blockchain-based Metaverse”, International Conference on Intelligent Metaverse Technologies & Applications (IEEE iMETA 2024).
• Zhixuan Liang, Jiannong Cao, Shan Jiang, Rui Cao, Huafeng Xu, “From Agents to Robots: A Training and Evaluation Platform for Multi-robot Reinforcement Learning”, The 30th International Conference on Parallel and Distributed Systems (ICPADS 2024)
• Jiabei Cheng, Zhenqun Yang, Jiannong Cao, Yu Yang, Kai Cheung Franky Poon, Daniel Lai, “Modeling Behavior Change for Multi-model At-Risk Students Early Prediction”, The 10th International Symposium on Educational Technology (ISET 2024), 29 July - 1 August 2024, Macau, Macao SAR, China.
• Shan Wang, Ming Yang, Jiannong Cao, Zhen Ling, Qiang Tang, and Xinwen Fu, “CORE: Transaction Commit-Controlled Release of Private Data over Blockchains”, the 44th IEEE International Conference on Distributed Computing Systems (ICDCS). Jersey City, New Jersey, USA. 23 July - 26 July, 2024.
• Changfu Xu, Jianxiong Guo, Jiandian Zeng, Shengguang Meng, Xiaowen Chu, Jiannong Cao and Tian Wang, “Enhancing AI-Generated Content Efficiency through Adaptive Multi-Edge Collaboration”, The 44th IEEE International Conference on Distributed Computing Systems (ICDCS). Jersey City, New Jersey, USA. 23 July - 26 July, 2024.
• Changfu Xu, Jianxiong Guo, Jiandian Zeng, Yupeng Li, Jiannong Cao and Tian Wang, “ Incorporating Startup Delay into Collaborative Edge Computing for Superior Task Efficiency”, The IEEE/ACM International Symposium on Quality of Service (IWQoS), Guangzhou, China, 19 - 21 June 2024
• Haotian Xu, Zhaorui Zhang, Sheng Di, Benben Liu, Alharthi Khalid, Jiannong Cao, “FedFa: A Fully Asynchronous Training Paradigm for Federated Learning”, International Joint Conference on Artificial Intelligence (IJCAI 2024), Jeju, 3 - 9 August 2024
• Haodong Zou, Jianxiong Guo, Yupeng Li, Jiandian Zeng, Jiannong Cao and Tian Wang, “Fine-Grained Service Lifetime Optimization for Energy-Constrained Edge-Edge Collaboration”, The 44th IEEE International Conference on Distributed Computing Systems (ICDCS). Jersey City, New Jersey, USA. 23 July - 26 July, 2024.
• Yicong Li, Yu Yang, Jiannong Cao, Shuaiqi Liu, Haoran Tang, Guandong Xu, “Toward Structure Fairness in Dynamic Graph Embedding: A Trend-aware Dual Debiasing Approach”, The 30th SIGKDD Conference on Knowledge Discovery and Data Mining. Barcelona, Spain. August 25 to 29, 2024.
• Jing Chen, Lin Yang, Yim-Wah Mark, Margaret O’ Donoghue, Chen Shi, Hilda Tsang, Shuya Lu, Jing Zou, Jing Qin, Yao Jie Xie, Timothy Lai, Chen Li, Jiannong Cao, “Effects of Components of a hand hygiene education program: A Cluster Randomized Clinical Trial”, JAMA Network Open (Early Access), (March 2024).
• Jialun Zheng, Divya Saxena, Jiannong Cao, Hanchen Yang, Penghui Ruan, “Inductive Spatial Temporal Prediction Under Data Drift with Informative Graph Neural Network”, The 29th International Conference on Database Systems for Advanced Applications (DASFAA), 2-5 July, 2024, Gifu, Japan.
• Haoli Wang, Jiangnan Xia, Yu Yang, Senzhang Wang, Jiannong Cao, “STS2ANet: Spatio-temporal Synchronized Sliding Attention Network for Accurate Cross-day Origin-Destination Prediction”, The 29th International Conference on Database Systems for Advanced Applications (DASFAA), 2-5 July, 2024, Gifu, Japan.
• Hongcai Lin, Lei Yang, Hao Guo, and Jiannong Cao, “Decentralized Task Offloading in Edge Computing: An Offline-to-Online Reinforcement Learning Approach”, IEEE Transactions on Computers (Early Access), (March 2024).
• Xiangchun Chen, Jiannong Cao, Yuvraj Sahni, Shan Jiang, Zhixuan Liang, “Dynamic Task Offloading in Edge Computing based on Dependency-aware Reinforcement Learning”, IEEE Transactions on Cloud Computing (Early Access), (March 2024).

2023

• Haorui Chen, Lei Yang, Xinglin Zhang, Jiaxing Shen, Jiannong Cao, “Distributed Semi-Supervised Learning with Consensus Consistency on Edge Devices”, IEEE Transactions on Parallel and Distributed Systems (Early Access), (December 2023).
• Shan Jiang, Jiannong Cao, Cheung Leong Tung, Yuqin Wang, Shan Wang, “SHARON: Secure and Efficient Cross-shard Transaction Processing via Shard Rotation”, IEEE International Conference on Computer Communications (INFOCOM 2024), 20-23 May 2024, Vancouver, Canada.
• Yuqing Zhao, Divya Saxena, Jiannong Cao, “AdaptCL: Adaptive Continual Learning for Tackling Heterogeneity in Sequential Datasets”, IEEE Transactions on Neural Networks and Learning Systems (Early Access), (December 2023).
• Chenxu Wang, Yunjie Deng, Zhenyu Ning, Kevin Leach, Jin Li, Shoumeng Yan, Zhengyu He, Jiannong Cao, and Fengwei Zhang, “Building a Lightweight Trusted Execution Environment for Arm GPUs”, IEEE Transactions on Dependable and Secure Computing (Early Access), (November 2023).
• Jiangnan Xia, Yu Yang, Senzhang Wang, Hongzhi Yin, Jiannong Cao, and Philip S. Yu, “Bayes-enhanced Multi-view Attention Networks for Robust POI Recommendation”, IEEE Transactions on Knowledge and Data Engineering (Early Access), (October 2023).
• Shuaiqi Liu, Jiannong Cao, Zhongfen Deng, Wenting Zhao, Ruosong Yang, Zhiyuan Wen, and Philip S. Yu, “Neural Abstractive Summarization for Long Text and Multiple Tables”, IEEE Transactions on Knowledge and Data Engineering (Early Access), (September 2023).
• Chenxu Wang, Fengwei Zhang, Yunjie Deng, Kevin Leach, Jiannong Cao, Zhenyu Ning, Shoumeng Yan, Zhengyu He, “CAGE: Complementing Arm CCA with GPU Extensions”, The Network and Distributed System Security Symposium (NDSS), 26 Feb - 1 Mar 2024, San Diego, California, USA.
• Chengyi Ju, Jiannong Cao, Yu Yang, Zhen-Qun Yang, Ho Man Lee, “Heterogeneity-aware Cross-school Electives Recommendation: a Hybrid Federated Approach”, The 2023 IEEE International Conference on Data Mining GML4Rec workshop, 1-4 December 2023, Shanghai, China.
• Huafeng Xu, Jiannong Cao, Zhiqin Cheng, Zhixuan Liang, Jinlin Chen, “Design and Development of a Deformable In-pipe Inspection Robot for Various Diameter Pipes”, The 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2023) 1 – 5 October, Detroit, Michigan, USA.
• Zipei Yan, Dong Liang, Linchuan Xu, Jiahang Li, Zhengji Liu, Shuai Wang, Jiannong Cao, Chea-su Kee, “VF-HM: Vision Loss Estimation using Fundus Photograph for High Myopia”, 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023) 8-12 October 2023, Vancouver, CANADA.
• Yanni Yang, Huafeng Xu, Qianyi Chen, Jiannong Cao, Yanwen Wang, “Multi-Vib: Precise Multi-point Vibration Monitoring Using mmWave Radar”, Proceedings of Interactice Mobile Wearables and Ubiquitous Technology (Ubicom 2023), 8-12th October 2023, Cancún, Mexico.
• Xiangchun Chen, Jiannong Cao, Zhixuan Liang, Yuvraj Sahni, Mingjin Zhang, “Digital Twin-assisted Reinforcement Learning for Resource-aware Microservice Offloading in Edge Computing”, IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems (MASS 2023), September 25-27, Toronto, Canada.
• Yinfeng Cao, Jiannong Cao, Dongbin Bai, Zhiyuan Hu, Kaile Wang, Mingjin Zhang, “PolyVerse: An Edge Computing-Empowered Metaverse with Physical-to-Virtual Projection”, IEEE International Conference on Intelligent Metaverse Technologies & Applications (iMETA2023), 18-20 September 2023, Tartu, Estonia.
• Shan Jiang, Jiannong Cao, Hanqing Wu, “Fast and Atomic Cross-blockchain Asset Exchange for Metaverse Interoperability”, IEEE International Conference on Metaverse Computing, Networking and Applications (MetaCom 2023), 26-28 June 2023, Kyoto Japan.
• Juncen Zhu, Jiannong Cao, Yanni Yang, Wei Ren, Huizi Han, “mmDrive: Fine-Grained Fatigue Driving Detection Using mmWave Radar”, ACM Transactions on Internet of Things (Early Access), (July 2023).
• Zhiyuan Wen, Jiannong Cao, Yu Yang, Haoli Wang, Ruosong Yang, Shuaiqi Liu, “DesPrompt: Personality-descriptive prompt tuning for few-shot personality recognition”, Information Processing and Management journal 2023, 60(5): 103422. (June 2023).
• Lanhua Li, Guolin Chen, Xiaoxia Huang, Jinbei Zhang, Jiannong Cao, “Meta-BackCom: Hybrid Reflect-Decode-Forward Online Relaying in Metasurface-Enhanced Backscatter Networks”, IEEE Network Magazine (Early Access), (May 2023).
• Jinlin Chen, Jiannong Cao, Zhiqin Cheng, Shan Jiang, “Towards Efficient Distributed Collision Avoidance for Heterogeneous Mobile Robots”, IEEE Transactions on Mobile Computing (Early Access), (May 2023).
• Jinlin Chen, Jiannong Cao, Zhiqin Cheng, Yuvraj Sahni, “ManiWare: An Easy-to-Use Middleware for Cooperative Manipulator Teams”, IEEE Internet of Things Journal ( Early Access ), (May 2023).
• Xiaoyong Yan, Jiannong Cao, Jian Zhou, Chuntao Ding, Han Sun, Lijuan Sun, and Aiguo Song, “DCP-AHS: A High-Performance Distributed Cooperative Positioning Model for Concave Networks”, IEEE Transactions on Mobile Computing (Early Access), (May 2023).
• Shan Jiang, Jiannong Cao, Hanqing Wu, Kongyang Chen, Xiulong Liu, “Privacy-preserving and Efficient Data Sharing for Blockchain-based Intelligent Transportation Systems”, Information Sciences, Volume 635, Pages 72-85.
• Lei Yang, Jiaming Huang, Wanyu Lin, Jiannong Cao, “Personalized Federated Learning on Non-IID Data via Group-Based Meta-Learning”, ACM Transactions on Knowledge Discovery from Data (TKDD), 17(4), 1-20 2023.
• Juncen Zhu, Jiannong Cao, Divya Saxena, Shan Jiang, and Houda Ferradi, “Blockchain-empowered Federated Learning: Challenges, Solutions, and Future Directions”, ACM Computing Surveys, 55(11), 1-31. November 2023.
• Hanqing Wu, Shan Jiang, Jiannong Cao, “High-efficiency Blockchain-based Supply Chain Traceability”, IEEE Transactions on Intelligent Transportation Systems (TITS), 24 (4)
• Kun Xie, Yudian Ouyang, Xin Wang, Gaogang Xie, Kenli Li, Wei Liang, Jiannong Cao, Jigang Wen, “Deep Adversarial Tensor Completion for Accurate Network Traffic Measurement”, IEEE/ACM Transactions on Networking, (Early Access)
• Yu Yang, Hongzhi Yin, Jiannong Cao, Tong Chen, Quoc Viet Hung Nguyen, Xiaofang Zhou, and Lei Chen, “Time-aware Dynamic Graph Embedding for Asynchronous Structural Evolution”, IEEE Transactions on Knowledge and Data Engineering, 35 (1).
• Zhenyu Ning, Chenxu Wang, Yinhua Chen, Fengwei Zhang, Jiannong Cao, “Revisiting ARM Debugging Features: Nailgun and Its Defense”, IEEE Transactions on Dependable and Secure Computing, 20(1), 2021, 1: 1-1.
• Divya Saxena, Jiannong Cao, Jiahao Xu, Tarun Kulshrestha, “Re-GAN: Data-Efficient GANs Training via Architectural Reconfiguration”, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023, Vancouver Canada
• Shan Jiang, Jiannong Cao, Hanqing Wu, “Fast and Atomic Cross-blockchain Asset Exchange for Metaverse Interoperability”, IEEE International Conference on Metaverse Computing, Networking and Applications (MetaCom 2023)
• Zhuo Li, Yifei Shen, Ruiqing Xu, Yu Yang, Jiannong Cao, Linchun Wu, and Qing Wu, “Weakly-Supervised Multi-Action Offline Reinforcement Learning for Intelligent Dosing of Epilepsy in Children”, The 28th International Conference on Database Systems for Advanced Applications (DASFAA-2023), April 17-20, 2023, Tianjin, China.
• Jinlin Chen, Jiannong Cao, Zhiqin Cheng, Wei Li, “Mitigating Imminent Collision for Multi-robot Navigation: A TTC-force Reward Shaping Approach”, 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2023
• Yanni Yang, Jiannong Cao, Zhenlin An, Yanwen Wang, Pengfei Hu, Guoming Zhang, “NFChain: A Practical Fingerprinting Scheme for NFC Tag Authentication”, IEEE International Conference on Computer Communications (INFOCOM), 17-20 May 2023, New York area, USA

2022

• Yuvraj Sahni, Jiannong Cao, Lei Yang, Shengwei Wang, “Distributed Resource Scheduling in Edge Computing: Problems, Solutions, and Opportunities”, Computer Networks, 219: 109430
• Xingxia Dai, Zhu Xiao, Hongbo Jiang, Hongyang Chen, Geyong Min, Schahram Dustdar, Jiannong Cao, “A Learning-based Approach for Vehicle-to-Vehicle Computation Offloading”, IEEE Internet of Things Journal, 10 (8).
• Xiaocan Li, Kun Xie, Xin Wang, Gaogang Xie, Kenli Li, Jiannong Cao, Dafang Zhang, Hongbo Jiang, Jigang Wen, “Neighbor Graph Based Tensor Recovery For Accurate Internet Anomaly Detection”, 2022, 34(2): 655-674.
• Jiang Xiao, Huichuwu Li, Minrui Wu, Hai Jin, M Jamal Deen, Jiannong Cao, “A Survey on Wireless Device-free Human Sensing: Application Scenarios, Current Solutions, and Open Issues”, ACM Computing Surveys, 2022, 55(5): 1-35.
• Ran Yan, Shining Wu, Yong Jin, Jiannong Cao, Shuaian Wang, “Efficient and explainable ship selection planning in port state control”, Transportation Research Part C: Emerging Technologies, 2022, 145: 103924.
• Yinfeng CAO, Jiannong CAO, Yuqin WANG, Kaile WANG, Xun LIU, “Security in Edge Blockchains: Attacks and Countermeasures”, ZTE Communications, vol. 20, no. 4, pp. 3–14, Dec. 2022.
• Jiangnan Xia, Senzhang Wang, Xiang Wang, Min Xia, Kun Xie, and Jiannong Cao, “Multi-view Bayesian Spatio-temporal Graph Neural Networks for Reliable Traffic Flow Prediction”, International Journal of Machine Learning and Cybernetics, 2022: 1-14.
• Lei Yang, Fulin Wen, Jiannong Cao, Zhenyu Wang, “EdgeTB: a Hybrid Testbed for Distributed Machine Learning at the Edge with High Fidelity”, IEEE Transactions on Parallel and Distributed Systems, 2022, 33(10): 2540-2553.
• Mingjin Zhang, Jiannong Cao, Yuvraj Sahni, Qianyi Chen, Shan Jiang, Lei Yang, “Blockchain-based Collaborative Edge Intelligence for Trustworthy and Real-time Video Surveillance”, IEEE Transactions on Industrial Informatics, 19 (3) 2023.
• Chun-Tung Li, Chao Ma, Jiaxing Shen, Jiannong Cao, Ka Ho Wong, “An Agnostic and Efficient Approach to Identifying Features from Execution Traces”, Knowledge-based Systems (KBS) 2022, 250: 108988.
• Wei Liang, Yang Yang, Ce Yang, Yonghua Hu, Songyou Xie, Kuan-Ching Li, Jiannong Cao, “PDPChain: A consortium blockchain-based privacy protection scheme for personal data”, IEEE Transactions on Reliability, (Early Access)
• Song Yang, Lei Jiao, Ramin Yahyapour, and Jiannong Cao, “Online Orchestration of Collaborative Caching for Multi-Bitrate Videos in Edge Computing”, IEEE Transactions on Parallel and Distributed Systems, 33(12), 4207-4220.
• Wei Li, Jinlin Chen, Jiannong Cao, Chao Ma, Jia Wang, Xiaohui Cui, Ping Chen, “EID-GAN: Generative Adversarial Nets for Extremely Imbalanced Data Augmentation”, IEEE Transactions on Industrial Informatics, 19 (3).
• Hao Miao, Jiaxing Shen, Jiannong Cao, Jiangnan Xia, Senzhang Wang, “MBA-STNet: Bayes-enhanced Discriminative Multi-task Learning for Flow Prediction”, IEEE Transactions on Knowledge and Data Engineering. (Early Access)
• Shuaiqi Liu, Jiannong Cao, Ruosong Yang, Zhiyuan Wen, “Key Phrase Aware Transformer for Abstractive Summarization”, Information Processing & Management, 59(3): 102913.
• Jingshu Peng, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen, Jiannong Cao, “Sancus: staleness-aware communication-avoiding full-graph decentralized training in large-scale graph neural networks”, Proceedings of the VLDB Endowment, 2022, 15(9): 1937-1950.
• Qianyi Chen, Jiannong Cao, Yong Xia, “Physics-enhanced PCA for Data Compression in Edge Devices”, IEEE Transactions on Green Communications and Networking, 6(3), 1624-1634.
• Jinlin Chen, Jiannong Cao, Zhixuan Liang, Zhiqin Cheng, Jia Wang, “GraphWare: A Graph-based Middleware Enabling Multi-robot Cooperation”, Concurrency and Computation: Practice and Experience, 2022: e6995.
• Kun Xie, Jiazheng Tian, Xin Wang, Gaogang Xie, Jiannong Cao, Hongbo Jiang, Jigang Wen, “Fast Retrieval of Large Entries With Incomplete Measurement Data”, IEEE/ACM Transactions on Networking, 2022, 30(5): 1955-1969.
• Lei Yang, Junzhong Jia, Hongcai Lin, and Jiannong Cao, Fellow, IEEE, “Reliable Dynamic Service Chain Scheduling in 5G Networks”, IEEE Transactions on Mobile Computing. (Early Access)
• Yi Yu, Guo Zhang, Ping He, Heng Li, Jiannong Cao, Feiqi Deng, “Tracking attitude with sum-of-squares programming for a fixed-wing air vehicle”, IEEE Transactions on Circuits and Systems II: Express Briefs, 2022, 69(8): 3450-3454.
• Ruosong Yang, Jiannong Cao, Zhiyuan Wen, Jiaxing Shen, “Automated Post Scoring: Evaluating Posts with Topics and Quoted Posts in Online Forum”, World Wide Web, 2022, 25(3): 1197-1221.
• Lei Yang, Yingqi Gan, Jiannong Cao, Zhenyu Wang, “Optimizing Aggregation Frequency for Hierarchical Model Training in Heterogeneous Edge Computing”, IEEE Transactions on Mobile Computing (TMC), (Early Access)
• Yanni Yang, Yanwen Wang, Jiannong Cao, Jinlin Chen, “HearLiquid: Non-intrusive Liquid Fraud Detection Using Commodity Acoustic Devices”, IEEE Internet of Things Journal 9.15 (2022): 13582-13597.
• Divya Saxena, Tarun Kulshrestha, Jiannong Cao, Shing-Chi Cheung, “Multi-Constraint Adversarial Networks for Unsupervised Image-to-Image Translation”, IEEE Transactions on Image Processing, 2022, 31: 1601-1612.
• Juan Liao, Jiannong Cao, Kun Wang, Zhenhong Xu, "Land cover classification from very high spatial resolution images via multiscale object-driven CNNs and automatic annotation." Journal of Applied Remote Sensing 16.1: 014513-014513.
• Yizhen Zhao, Jiannong Cao, Wenyu Wang, Xiaodong Zhang, "Analysis of land use change on urban landscape patterns in Northwest China: A case study of Xi’an city." Open Geosciences 14.1: 863-879.
• Divya Saxena, Jiannong Cao, “Multimodal Spatio-Temporal Prediction with Stochastic Adversarial Networks”, ACM Transactions on Intelligent Systems and Technology (TIST), 13(2): 1-23.
• Jinlin Chen, Jiannong Cao, Zhixuan Liang, Xiaohui Cui, Lequan Yu, Wei Li, “STPD: Defending against ℓ0-norm attacks with space transformation”, Future Generation Computer Systems, 126:225-236.
• Zipei Yan, Linchuan Xu, Atsushi Suzuki, Jing Wang, Jiannong Cao, Jun Huang, “RGB Color Model Aware Computational Color Naming and Its Application to Data Augmentation”, 2022 IEEE International Conference on Big Data, 17-20 December 2022, Osaka, Japan.
• Yanni Yang, Huafeng Xu, Qianyi Chen, Jiannong Cao, Yanwen Wang, “Multi-Vib: Precise Multi-point Vibration Monitoring Using mmWave Radar”, Proceedings of Interactice Mobile Wearables and Ubiquitous Technology, 20 Oct 2022.
• Shuaiqi Liu, Jiannong Cao, Ruosong Yang and Zhiyuan Wen, “Long Text and Multi-Table Summarization: Dataset and Method”, The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP) Findings, December 7–11, 2022, Abu Dhabi
• Yunjie Deng, Chenxu Wang, Shunchang Yu, Shiqing Liu, Zhenyu Ning, Kevin Leach, Jin Li, Shoumeng Yan, Zhengyu He, Jiannong Cao, Fengwei Zhang, "StrongBox: A GPU TEE on Arm Endpoints.", Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security. 7-11 November 2022, Los Angeles, U.S.A.
• Mingjin Zhang, Jiannong Cao, Lei Yang, Liang Zhang, Yuvraj Sahni, Shan Jiang, “ENTS: An Edge Native Task Scheduling System for Collaborative Edge Computing”, The Seventh ACM/IEEE Symposium on Edge Computing (SEC), 5-8 December 2022, Seattle, WA, U.S.A.
• Yuqing Zhao, Divya Saxena, Jiannong Cao, “Memory-Efficient Domain Incremental Learning for Internet of Things”, The Fourth Workshop on Continual and Multimodal Learning for Internet of Things, November 06, 2022, Boston, Massachusetts, USA
• Zhiqin Cheng, Jiannong Cao, Jinlin Chen, “ManiWare: An Easy-to-Use Middleware for Cooperative Manipulator Teams”, 7th IEEE International Conference on Smart Computing (June 20-24, 2022, Aalto University, Espoo, Finland).
• Shuaiqi LIU, Jiannong Cao, Ruosong Yang, Zhiyuan Wen, “Generating a Structured Summary of Numerous Academic Papers: Dataset and Method”, The 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 22), Messe Wien, Vienna, Austria.
• Zhixuan Liang, Jiannong Cao, Shan Jiang, Divya Saxena, Huafeng Xu, “Hierarchical Reinforcement Learning with Opponent Modeling for Distributed Multi-agent Cooperation”, 42th IEEE International Conference on Distributed Computing Systems (ICDCS 2022), 10 July – 13 July 2022, Bologna Italy.

2021

• Zhixuan Liang, Jiannong Cao, Wanyu Lin, Jinlin Chen, Huafeng Xu, “Hierarchical Deep Reinforcement Learning for Multi-robot Cooperation in Partially Observable Environment”, The Third IEEE International Conference on Cognitive Machine Intelligence (CogMI 2021), 13-15 December 2021, Virtual Conference.
• Senzhang Wang, Jiaqiang Zhang, Jiyue Li, Hao Miao, Jiannong Cao, “Traffic Accident Risk Prediction via Multi-View Multi-Task Spatio-Temporal Networks”, IEEE Transactions on Knowledge and Data Engineering, 2021.
• Bing Su, Xinyue Li, Shengwei Wang, Jiannong Cao, “Distributed Optimal Control for HVAC systems Adopting Edge Computing-Strategy, Implementation and Experimental Validation”, IEEE Internet of Things Journal, vol. 9, no. 14, pp. 11858-11867, 15 July15, 2022.
• Yanni Yang, Jiannong Cao, Yanwen Wang, “Robust RFID-based respiration monitoring in dynamic environments”, IEEE Transactions on Mobile Computing, 2021
• Jiazheng Tian, Kun Xie, Xin Wang, Gaogang Xie, Kenli Li, Jigang Wen; Dafang Zhang, Jiannong Cao, “Efficiently Inferring Top-k Largest Monitoring Data Entries based on Discrete Tensor Completion”, IEEE/ACM transactions on Networking (ToN), 29(6): 2737-2750.
• Anuoluwapo A. Adewuyi, Hui Cheng, Qi Shi, Jiannong Cao, Xingwei Wang, Bo Zhou, “SC-TRUST: A Dynamic Model for Trustworthy Service Composition in the Internet of Things”, IEEE Internet of Things Journal, 2021, 9(5): 3298-3312.
• Jingjing Zhang, Yingyao Rong, Jiannong Cao, Chunming Rong, Jing Bian, Weigang Wu, “DBFT: A Byzantine Fault Tolerance Protocol with Graceful Performance Degradation”, IEEE Transactions on Dependable and Secure Computing, 2021.
• Yu Yang, Jiannong Cao, Milos Stojmenovic, Senzhang Wang, Yiran Cheng, Chun Lum, Zhetao Li, “Time-capturing Dynamic Graph Embedding for Temporal Linkage Evolution”, IEEE Transactions on Knowledge and Data Engineering, 2021.
• Shaoshuai Ding, Lei Yang, Jiannong Cao, Wei Cai, Mingkui Tan, Zhenyu Wang, “Partitioning Stateful Data Stream Applications in Dynamic Edge Cloud Environments”, IEEE Transactions on Services Computing, 2021.
• Wen Yi, Hans Wang, Yong Jin, Jiannong Cao, “Integrated computer vision algorithms and drone scheduling”, Communications in Transportation Research, 1:100002, Elsevier. (December 2021)
• Yanling Bu, Lei Xie, Yafeng Yin, Chuyu Wang, Jingyi Ning, Jiannong Cao, Sanglu Lu, “Handwriting-Assistant: Reconstructing Continuous Strokes with Millimeter-level Accuracy via Attachable Inertial Sensors”, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 5(4):1-25. (Decemner 2021)
• Chun-Tung Li, Jiaxing Shen, Yanni Yang, Jiannong Cao, Milos Stojmenovic, “Repetitive Activity Monitoring from Multivariate Time Series: A Generic and Efficient Approach”, The 18th IEEE International Conference on Mobile Ad-Hoc and Smart Systems (IEEE MASS), Denver, CO, USA, October 4-7, 2021
• Jiaxing Shen, Jiannong Cao, Oren Lederman, Shaojie Tang, Alex 'Sandy' Pentland, “User Profiling based on Nonlinguistic Audio Data”, ACM Transactions on Information Systems (TOIS), 40(1):1-23. (September 2021)
• Shan Jiang, Jiannong Cao, Juncen Zhu, Yinfeng Cao, “PolyChain: a Generic Blockchain as a Service Platform”, 2021 International Conference on Blockchain and Trustworthy Systems (BlockSys'2021), Aug. 05-06, 2021
• Zhiyuan Wen, Jiannong Cao, Ruosong Yang, Shuaiqi LIU and Jiaxing Shen, “Automatically Select Emotion for Response via Personality-affected Emotion Transition”, The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Findings (ACL Findings), 1-6 August 2021, Bangkok Thailand.
• Shuaiqi Liu, Jiannong Cao, Ruosong Yang and Zhiyuan Wen, “Highlight-Transformer: Leveraging Key Phrase Aware Attention to Improve Abstractive Multi-Document Summarization”, The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Findings (ACL Findings), 1-6 August 2021, Bangkok Thailand.
• Lei Yang, Yanyan Lu, Jiannong Cao, Jiaming Huang, Mingjin Zhang, “E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI”, IEEE Internet of Things Journal, 8(14): 11290-11304. (July 2021)
• Ran Yan, Shuaian Wang, Jiannong Cao, Defeng Sun, “Shipping Domain Knowledge Informed Prediction and Optimization in Port State Control”, Transportation Research Part B: Methodological, 149: 52-78. (July 2021)
• Divya Saxena, Jiannong Cao, “Generative Adversarial Networks (GANs): Challenges, Solutions, and Future Directions”, ACM Computing Surveys (CSUR), 54:3(63). (May 2021)
• Lei Yang, Xi Yu, Jiannong Cao, Xuxun Liu, Pan Zhou, “Exploring Deep Reinforcement Learning for Task Dispatching in Autonomous On-Demand Services”, IEEE Transactions on Knowledge Discovery from Data (TKDD), 15(3): 1-23. (April 2021)
• Yanwen Wang, Jiannong Cao, Yuanqing Zheng, “Towards A Low-cost Software-Defined UHF RFID System for Distributed Parallel Sensing”, IEEE Internet of Things Journal, 8(17):13664-13676. (March 2021)
• Wei Li, Linchuan Xu, Zhixuan Liang, Senzhang Wang, Jiannong Cao, Thomas C Lam, Xiaohui Cui, “JDGAN: Enhancing Generator on Extremely Limited Data via Joint Distribution”, Neurocomputing, 431: 148-161. (March 2021)
• Jiating Zhu, Jiannong Cao, “Distributional Representation of Resting-state fMRI for Functional Brain Connectivity Analysis”, Neurocomputing, 427:156-168 (Feb 2021)
• Jia Wang, Jiannong Cao, Wei Li, Senzhang Wang, “CANE: Community-aware Network Embedding via Adversarial Training”, Knowledge and Information Systems, 63:411-438. (February 2021)

2020

• Shan Jiang, Jiannong Cao, Hanqing Wu, Yanni Yang, “Fairness-based Packing of Industrial IoT Data in Permissioned Blockchains”, IEEE Transactions on Industrial Informatics (TII), 17(11): 7639-7649. (December 2020)
• Yuvraj Sahni, Jiannong Cao, Lei Yang, Yusheng Ji, “Multi-Hop Multi-Task Partial Computation Offloading in Collaborative Edge Computing”, IEEE Transactions on Parallel and Distributed Systems (TPDS), 32(5): 1133-1145. (December 2020)
• Jia Wang, Hongwei Wang, Miao Zhao, Jiannong Cao, Zhuo Li, Minyi Guo, “Joint Topic-Semantic-aware Social Matrix Factorization for Online Voting Recommendation”, Knowledge-Based Systems, 210: 106433. (December 2020)
• Yuvraj Sahni, Jiannong Cao, Lei Yang, Yusheng Ji, “Multi-Hop Offloading of Multiple DAG Tasks in Collaborative Edge Computing”, IEEE Internet of Things Journal, 8(6): 4893-4905. (October 2020)
• Bhuiyan, Md Zakirul Alam, Sy-Yen Kuo, Jiannong Cao, and Guojun Wang. “Trustworthiness in Industrial IoT Systems and Applications”, IEEE Transactions on Industrial Informatics (TII), 16(9): 6079-6082. (September 2020).
• Senzhang Wang, Jiannong Cao, Hao Chen, Hao Peng, Zhiqiu Huang, “SeqST-GAN: Seq2Seq Generative Adversarial Nets for Multi-step Urban Crowd Flow Prediction”, ACM Transactions on Spatial Algorithms and Systems (TSAS), 6(4): 1-24. (June 2020)
• Wei Li, Linchuan Xu, Zhixuan Liang, Senzhang Wang, Jiannong Cao, Chao Ma, Xiaohui Cui, “Sketch-then-Edit Generative Adversarial Network”, Knowledge-Based Systems, vol. 203. (June 2020)
• Jiaxing Shen, Jiannong Cao, Xuefeng Liu, “BaG: Behavior-aware Group Detection in Crowded Urban Spaces using WiFi Probes”, IEEE Transactions on Mobile Computing (TMC), 20(12): 3298-3310. (June 2020)
• Chun Tung Li, Jiannong Cao, Xiu Liu, Milos Stojmenovic, Insup Lee, “mSIMPAD: Efficient and Robust Mining of Successive Similar Patterns of Multiple Lengths in Time Series”, ACM Transactions on Computing for Healthcare, 1(4): 1-19. (September 2020)
• Kai Liu, Ke Xiao, Penglin Dai, Victor Lee, Songtao Guo, Jiannong Cao, “Fog Computing Empowered Data Dissemination in Software Defined Heterogeneous VANETs”, IEEE Transactions on Mobile Computing (TMC). (May 2020)
• Lei Yang, Doudou Yang, Jiannong Cao, Yuvraj Sahni, and Xiaohua Xu. “QoS Guaranteed Resource Allocation for Live Virtual Machine Migration in Edge Clouds”, IEEE Access, 8: 78441-78451 (April 2020).
• Hejun Wu, Zhongheng Yang, Jiannong Cao, Liqian Lai, “TRiForm: Formation Control for Underwater Sensor Networks with Measurement Errors”, IEEE Transactions on Vehicular Technology, 69(7): 7679-7691. (April 2020)
• Jia Wang, Jiannong Cao, Senzhang Wang, Zhongyu Yao, Wengen Li, “IRDA: Incremental Reinforcement Learning for Dynamic Resource Allocation”, IEEE Transactions on Big Data (TBD). (April 2020)
• Rahul K. Verma, Kiran K. Pattanaik, Saurabh Bharti, Divya Saxena, Jiannong Cao, “A Query Processing Framework for Efficient Network Resource Utilization in Shared Sensor Networks”, ACM Transactions on Sensor Networks (TOSN), 16(4): 1-28. (April 2020)
• Kun Xie, Yuxiang Chen, Xin Wang, Gaogang Xie, Jiannong Cao, Jigang Wen, “Accurate and Fast Recovery of Network Monitoring Data: A GPU Accelerated Matrix Completion”, IEEE/ACM Transactions on Networking (TON), 28(3):958-971. (March 2020)
• Fuliang Li, Xingwei Wang, Zijian Wang, Jiannong Cao, Xuefeng Liu, Yuanguo Bi, Weichao Li, Yi Wang, “A Local Communication System over Wi-Fi Direct: Implementation and Performance Evaluation”, IEEE Internet of Things Journal, 7(6): 5140-5158. (February 2020).
• Xiulong Liu, Sheng Chen, Jia Liu, Wenyu Qu, Fengjun Xiao, Alex X Liu, Jiannong Cao, Jiangchuan Liu, “Fast and Accurate Detection of Unknown Tags for RFID Systems–Hash Collisions are Desirable”, IEEE/ACM Transactions on Networking (TON), 28(1): 126-139. (January 2020)
• Xiangjie Kong, Jiannong Cao, Hongyi Wu, Ching-Hsien Robert Hsu, “Mobile Crowdsourcing and Pervasive Computing for Smart Cities”, Pervasive and Mobile Computing, 61: 101-114. (January 2020)
• Ruosong Yang, Jiannong Cao, Zhiyuan Wen, Youzheng Wu, Xiaodong He, “Enhancing Automated Essay Scoring Performance via Cohesion Measurement and Combination of Regression and Ranking”, Findings of the 2020 Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP 2020), 16 – 20 November 2020. Virtual Conference.
• Zhuo Li, Jiannong Cao, Zhongyu Yao, Wengen Li, Yu Yang, Jia Wang, “Recursive Balanced k-Subset Sum Partition for Rule-constrained Resource Allocation”, 29th ACM International Converence on Information and Knowledge Management (CIKM 2020), 19-23 October 2020. Virtual Conference.
• Zhuo Li, Jiannong Cao, Xiulong Liu, Jiuwu Zhang, Haoyuan Hu, Didi Yao, “A Self-Adaptive Bluetooth Indoor Localization System using LSTM-based Distance Estimator”, The 29th International Conference on Computer Communications and Networks (ICCCN 2020), 3-5 August 2020. Virtual Conference.
• Bin Tang, Jiannong Cao, Runze Cui, Baoliu Ye, Ye Li, Sanglu Lu, “Coded Computing at Full Speed”, 40th IEEE International Conference on Distributed Computing Systems (ICDCS 2020), 29 Nov – 1 Dec 2020. Virtual Conference.
• Hejun Wu, Baiyun Xu, jiannong Cao, Yongkang Wang, Zhongheng Yang, “FlagLoc: Localization Using a Flag for Mobile Wireless Sensor Networks with Measurement Errors”, IEEE International Conference on Sensing, Communication and Networking (IEEE SECON), 22-25 June 2020. Virtual Conference.
• Yanni Yang, Jiannong Cao, “Robust RFID-based Respiration Monitoring in Dynamic Environments”, IEEE International Conference on Sensing, Communication and Networking (IEEE SECON), 22-25 June 2020. Virtual Conference.
• Weiping Zhu, Mingzhe Li, Jiannong Cao, Xiaohui Cui, “An Adapted RFID Anti-collision Algorithm in a Dynamic Environment”, 2020 IEEE Wireless Communications and Networking Conference (WCNC 2020), 25-28 May 2020. WCNC 2020.
• Ruosong Yang, Jiannong Cao, Zhiyuan Wen, “GGP: Glossary Guided Post-processing for Word Embedding Learning”, 12th Edition of its Language Resources and Evaluation Conference (LREC 2020),13-15 May 2020, Marseille, France.
• Zhiyuan Wen, Jiannong Cao, Ruosong Yang, Senzhang Wang, “Decode with Template: Content Preserving Sentiment Transfer”, 12th Edition of its Language Resources and Evaluation Conference (LREC 2020),13-15 May 2020, Marseille, France.
• Yu Yang, Jiannong Cao, Jiaxing Shen, Ruosong Yang, Zhiyuan Wen, "Learning Analytics based on Multilayer Behavior Fusion", 13th International Conference on Blended Learning (ICBL), 24-27 August 2020. Virtual Conference.
• Ka Ho Wong, Jiannong Cao, Yu Yang, Wengen Li, Jia Wang, Zhongyu Yao, Suyan Xu, Esther Ahn Chian Ku, Chun On Wong, David Leung, “BigARM: A Big-data-driven Airport Resource Management Engine and Application Tools”, 25th International Conference on Database Systems for Advanced Applications (DASFAA 2020), 24-27 September 2020, Bangkok, Thailand.
• Yu Yang, Zhiyuan Wen, Jiannong Cao, Jiaxing Shen, HongZhi Yin, Xiaofang Zhou, “EPARS: Early Prediction of At-risk Students with Online and Offline Learning Behavior”, 25th International Conference on Database Systems for Advanced Applications (DASFAA 2020), 24-27 September 2020, Bangkok, Thailand.

2019

• Kongyang Chen, Guang Tan, Jiannong Cao, Mingming Lu, Xiaopeng Fan, “Modeling and Improving the Energy Performance of GPS Receivers for Location Services”, IEEE Sensors Journal, 20 (8): 4512-4523. (December 2019)
• Xiulong Liu, Jiuwu Zhang, Shan Jiang, Yanni Yang, Keqiu Li, Jiannong Cao, Jiangchuan Liu, "Accurate Localization of Tagged Objects Using Mobile RFID-augmented Robots", IEEE Transactions on Mobile Computing (TMC), 20(4): 1273-1284. (December 2019).
• Xiaoyong Yan, Jiannong Cao, Lijuan Sun, Jian Zhou, Senzhang Wang, Aiguo Song, “Accurate analytical-based multi-hop localization with low energy consumption for irregular networks”, IEEE Transactions on Vehicular Technology (TVT), 69(2): 2021-2033. (December 2019)
• Yuxuan Zhang, Senzhang Wang, Bing Chen, Jiannong Cao, Zhiqiu Huang, “TrafficGAN: Network-Scale Deep Traffic Prediction with Generative Adversarial Nets”, IEEE Transactions on Intelligent Transportation Systems (TITS), 22(1): 219-230. (December 2019)
• Yanni Yang, Jiannong Cao, Xiulong Liu, “ER-Rhythm: Coupling Exercise and Respiration Rhythm Using Lightweight COTS RFID”, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 3(4), 2019, article: 158. (December 2019)
• Linchuan Xu, Jing Wang, Lifang He, Jiannong Cao, Xiaokai Wei, Philip Yu, Kenji Yamanishi, “MixSp: A Framework for Embedding Heterogeneous Information Networks with Arbitrary Number of Node and Edge Types”, IEEE Transactions on Knowledge and Data Engineering (TKDE), 33(6): 2627-23639. (November 2019)
• Achour Mostefaoui, Matthieu Perrin, Michel Raynal, Jiannong Cao, “Crash-tolerant causal broadcast in O (n) messages”, Information Processing Letters, 151(105837). (November 2019)
• Yanni Yang, Jiannong Cao, Xiulong Liu, Xuefeng Liu, “Door-Monitor: Counting In-and-out Visitors with COTS WiFi Devices”, IEEE Internet of Things Journal, 7(3): 1704-1717. (November 2019)
• Kai Guo, Mingcong Yang, Yongbing Zhang, Jiannong Cao, “Joint Computation Offloading and Bandwidth Assignment in Cloud-Assisted Edge Computing”, IEEE Transactions on Cloud Computing (TCC). (October 2019)
• Kun Xie, Xiangge Wang, Xin Wang, Yuxiang Chen, Gaogang Xie, Yudian Ouyang, Jigang Wen, Jiannong Cao, Dafang Zhang, “Accurate Recovery of Missing Network Measurement Data With Localized Tensor Completion”, IEEE/ACM Transactions on Networking, 27(6): 2222-2235. (October 2019)
• Lei Yang, Lingling Zhang, Zhongjian He, Jiannong Cao, Weigang Wu, “Efficient Hybrid Data Dissemination for Edge-Assisted Automated Driving”, IEEE Internet of Things Journal, 7(1): 148-159. (October 2019)
• Xiulong Liu, Jiannong Cao, Keqiu Li, Jia Liu, Xin Xie, "Efficient Range Queries for Large-scale Sensor-augmented RFID Systems", in IEEE Transactions on Networking (TON), 27(5): 1873 – 1886. (September 2019)
• Shangguang Wang, Chuntao Ding, Ning Zhang, Xiulong Liu, Ao Zhou, Jiannong Cao, Xuemin Sherman Shen, “A cloud-guided feature extraction approach for image retrieval in mobile edge computing”, IEEE Transactions on Mobile Computing (TMC), 20(2): 292-305. (September 2019)
• Yanling Bu, Lei Xie, Yinyin Gong, Jia Liu, Bingbing He, Jiannong Cao, Baoliu Ye, and Sanglu Lu, “RF-3DScan: RFID-based 3D Reconstruction on Tagged Packages”, IEEE Transactions on Mobile Computing (TMC). (September 2019)
• Lei Yang, Xi Yu, Jiannong Cao, Wengen Li, Yuqi Wang, and Michal Szczecinski, “A Novel Demand Dispatching Model for Autonomous On-Demand Services”, IEEE Transactions on Services Computing (TSC), 20(2): 722-738. (September 2019)
• Zhuo Li, Miao Zhao, Jiannong Cao, “Sparsely Self-Supervised Generative Adversarial Nets for Radio Frequency Estimation”, IEEE Journal on Selectec Areas of Communication (JSAC), special issue on Machine Learning in Wireless Communications, 37(11): 2428 - 2442. (August 2019)
• Linchuan Xu, Jiannong Cao, Xiaokai Wei, Philip S. Yu, “Network Embedding via Coupled Kernelized Multi-dimensional Array Factorization”, IEEE Transactions on Knowledge and Data Engineering (TKDE), 32(12): 2414-2425. (July 2019)
• Anuoluwapo A. Adewuyi, Hui Cheng, Qi Shi, Jiannong Cao, Áine MacDermott, Xingwei Wang, “CTRUST: A Dynamic Trust Model for Collaborative Applications in the Internet of Things”, IEEE Internet of Things Journal, 6(3): 5432-5445. (June 2019)
• Hejun Wu, Zhimin Ding, Jiannong Cao, “GROLO: Realistic Range-Based Localization for Mobile IoTs Through Global Rigidity”, IEEE Internet of Things Journal, 6(3): 5048-5057. (June 2019)
• Senzhang Wang, Hao Chen, Jiannong Cao, Jiawei Zhang, Philip S. Yu, “Locally Balanced Inductive Matrix Completion for Demand-Supply Inference in Stationless Bike-Sharing Systems”, IEEE Transactions on Knowledge and Data Engineering (TKDE), 32(2): 2374-2388. (June 2019)
• Xiulong Liu, Jiannong Cao, Yanni Yang, Keqiu Li, Didi Yao, “Fast RFID Sensory Data Collection: Trade-off Between Computation and Communication Costs”, IEEE Transactions on Networking (TON). 27(3): 1179-1191. (May 2019)
• Weiping Zhu, Xing Meng, Xiaolei Peng, Jiannong Cao, “Collisions are Preferred: RFID-based Stocktaking with a High Missing Rate”, IEEE Transactions on Mobile Computing (TMC), 19(7): 1544-1554. (April 2019)
• Tarun Kulshrestha, Divya Saxena, Rajdeep Niyogi, Jiannong Cao, “Real-time Crowd Monitoring using Seamless Indoor-Outdoor Localization”, IEEE Transactions on Mobile Computing (TMC), 19(3): 664-679. (February 2019)
• Ruiyun Yu, Jiannong Cao, Rui Liu, Wenyu Gao, Xingwei Wang, Junbin Liang, “Participant Incentive Mechanism Toward Quality-Oriented Sensing: Understanding and Application”, ACM Transactions on Sensor Networks (TOSN), 15(2): 1-25. (February 2019)
• Wanyu Lin, Jiannong Cao, Xuefeng Liu, “Distributed Least Squares Estimation Algorithms Design for Sensor Networks”, Elsevier Ad Hoc & Sensor Wireless Networks. 43(1-2):85-108. (Feb 2019)
• Zhonghu Xu, Linjun Zhang, Jinqi Shen, Hao Zhou, Xuefeng Liu, Jiannong Cao, Kai Xing, “MRCS: matrix recovery-based communication-efficient compressive sampling on temporal-spatial data of dynamic-scale sparsity in large-scale environmental IoT networks”, URASIP Journal on Wireless Communications and Networking, no.1 (2019): 18. (Jan 2019)
• Lei Yang, Bo Liu, Jiannong Cao, Yuvraj Sahni, Zhenyu Wang, “Joint computation partitioning and resource allocation for latency sensitive applications in mobile edge clouds”, IEEE Transactions on Services Computing (TSC). (January 2019)
• Shan Jiang, Junbin Liang, Jiannong Cao, Jia Wang, Jinlin Chen, Zhixuan Liang, “Decentralized Algorithm for Repeating Pattern Formation by Multiple Robots”, IEEE 25th International Conference on Parallel and Distributed Systems (ICPADS), 4-6 Dec, 2019, Tianjin, China.
• Marco Tumaini, Jiannong Cao, Milos Stojmenovic, “Unsupervised pregnancy and physical activity detection in mammals using circadian rhythms”, 10th International Symposium on Information and Communication Technology (SoICT 2019), 4-6 Dec, 2019, Hanoi-Ha Long Bay, Vietnam.
• Jia Wang, Jiannong Cao, Milos Stojmenovic, Jinlin Chen, “Pattern-RL: Multi-robot cooperative pattern formation via deep reinforcement learning”, 18th International Conference on Machine Learning and Applications (ICMLA 2019), 16-19 Dec, 2019, Boca Raton, Florida, USA.
• Weiping Zhu, Mingzhe Li, Jiannong Cao, Zongjian He, Rong Xie, “Weiping Zhu, Mingzhe Li, Jiannong Cao, Zongjian He, Rong Xie”, IEEE 16th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), 4-7 Nov, 2019. Monterey, CA, USA.
• Jingjing Zhang, Yingyao Rong, Jiannong Cao, Chunming Rong, Jing Bian, Weigang Wu, “DBFT: A Byzantine Fault Tolerant Protocol with Graceful Performance Degradation”, 38th Symposium on Reliable Distributed Systems (SRDS), 1-4 Oct. 2019, Lyon, France,
• Jiandong Li, Runhe Huang, Kevin I-Kai Wang, Jiannong Cao, “KID Model Realization Using Memory Networks for Text-Based Q/A Analyses and Learning”, DASC/ PiCom/ DataCom/ CyberSciTech 2019, 5-8 August, 2019, Fukuoka, Japan.
• Hanqing Wu, Jiannong Cao, Yanni Yang, Cheung Leong Tung, Shan Jiang, Bin Tang, Yang Liu, Xiaoqing Wang, Yuming Deng, “Data Management in Supply Chain Using Blockchain: Challenges and A Case Study” (invited paper), 28th International Conference on Computer Communications and Networks (ICCCN 2019), July 29 - August 1, 2019, Valencia, Spain.
• Shan Jiang, Jiannong Cao, Julie A. McCann, Yanni Yang, Yang Liu, Xiaoqing Wang, Yuming Deng, "Privacy-preserving and Efficient Multi-keyword Search Over Encrypted Data on Blockchain", 2nd IEEE International Conference on Blockchain (Blockchain-2019), July 14-19, 2019, Atlanta, USA.
• Zhuo Li, Kejie Wang, Chenchen Li, Miao Zhao, Jiannong Cao, “Multimodal Deep Learning for Solar Irradiance Prediction”, 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), 14-17 July, 2019, Atlanta, USA.
• Yuxuan Zhang, Senzhang Wang, Bing Chen, Jiannong Cao, “GCGAN: Generative Adversarial Nets with Graph CNN for Network-Scale Traffic Prediction”, International Joint Conference on Neural Networks (IJCNN), 14-19 July, 2019. Budapest, Hungary.
• Michel Raynal and Jiannong Cao, “Scalable Consensus in a Hybrid Communication Model: One for All and All for One”, IEEE International Conference on Distributed Computing Systems (ICDCS 2019), July 7 – 10, 2019, Dallas, Texas, USA.
• Yanni Yang, Jiannong Cao, Xiulong Liu, Xuefeng Liu, "Multi-Breath: Separate Respiration Monitoring for Multiple Persons with UWB Radar", IEEE Computer Society Signature Conference on Computers, Software and Applications (COMPSAC 2019), July 15-19, Milwaukee, Wisconsin, USA.
• Yongpan Zou, Qiang Yang, Yetong Han and Dan Wang, Jiannong Cao, Kaishun Wu, “AcouDigits: Enabling Users to Input Digits in the Air”, IEEE International Conference on Pervasive Computing and Communications (PERCOM 2019). March 11-15, 2019, Kyoto, Japan.
• Jiaxing Shen, Jiannong Cao, Xuefeng Liu, “BaG: Behavior-aware Group Detection in Crowded Urban Spaces using WiFi Probes”, to appear in The Web Conference (WWW 2019). May 13-15, 2019, San Francisco, USA.
• Divya Saxena, Suyash Mahar, Vaskar Raychodhury, Jiannong Cao, “Scalable, High-speed On-chip based NDN Name Forwarding using FPGA”, The 20th International Conference on Distributed Computing and Networking (ICDCN 2019). January 04-07, 2019, Bangalore, India.

2018

• Sahni, Yuvraj, Jiannong Cao, and Lei Yang. "Data-aware task allocation for achieving low latency in collaborative edge computing." IEEE Internet of Things Journal, 6(2): 3512-3524. (December 2018).
• Linchuan Xu, Xiaowei Kai, Jiannong Cao, Philip S. Yu, “Multi-task network embedding”, International Journal of Data Science and Analysis. 8(2):183-198. (December 2018)
• Ju Ren, Sheng Yue, Deyu Zhang, Yaoxue Zhang, Jiannong Cao, “Joint Channel Assignment and Stochastic Energy Management for RF-Powered OFDMA WSNs”, IEEE Transactions on Vehicular Technology. 68(2): 1578-1592. (December 2018).
• Linchuan Xu, Xiaowei Kai, Jiannong Cao, Philip S. Yu, “ICANE: Interaction Content Aware Network Embedding via Co-embedding of Nodes and Edges”, International Journal of Data Science and Analysis. 9: 401-414. (December 2018)
• Wengen Li, Jiannong Cao, Jihong Guan, Shuigeng Zhou, Guanqing Liang, Winnie K.Y. So, Michal Szczecinski, “A General Framework for Unmet Demand Prediction in On-demand Transport Services”, IEEE Transactions on Intelligent Transportation Systems (TITS). 20(8): 2820-2830. pp.1-14 (October 2018)
• Lei Yang, Xuxun Liu, Jiannong Cao, Zhenyu Wang, “Joint Scheduling of Tasks and Network Flows in Big Data Clusters”, IEEE Access. 6: 66600 – 66611. (October 2018)
• Jin Cao, Lei Yang, Jiannong Cao, “Revisiting Computation Partitioning in Future 5G-Based Edge Computing Environments”, IEEE Internet of Things Journal. 6(2): 2427-2438. (September 2018)
• Tian Wang, Wenhua Wang, Anfeng Liu, Shaobin Cai, Jiannong Cao, “Improve the Localization Dependability for Cyber-Physical Applications”, ACM Transactions on Cyber-Physical Systems (TCPS), 3(1): 6. (September 2018)
• Lei Yang, Jiannong Cao, Zhenyu Wang, Weigang Wu, “Network aware mobile edge computation partitioning in multi-user environments”, IEEE Transactions on Services Computing (TSC). (September 2018)
• Fuliang Li, Jiannong Cao, Xingwei Wang, Yinchu Sun, Tian Pan, Xuefeng Liu, “Applying Buffer to SDN Switches: Benefits Analysis and Mechanism Design”, IEEE Transactions on Cloud Computing (TCC), 9(1): 54-65. (June 2018)
• Jiaxing Shen, Jiannong Cao, Xuefeng Liu, “SNOW: Detecting Shopping Groups Using WiFi”, IEEE Internet of Things Journal. 5(5): 3908-3917. (May 2018).
• Kun Xie, Xiaocan Li, Xin Wang, Jiannong Cao, Gaogang Xie, Jigang Wen, Dafang Zhang, Zheng Qin, “On-line Anomaly Detection with High Accuracy”, IEEE/ACM Transactions on Networking (TON), 26(3): 1222-1235. (April 2018).
• Kun Xie, Can Peng, Xin Wang, Gaogang Xie, Jigang Wen, Jiannong Cao, Dafang Zhang, Zheng Qin, “Accurate Recovery of Internet Traffic Data Under Variable Rate Measurements”, IEEE/ACM Transactions on Networking (TON), 26(3): 1137-1150. (April 2018).
• Tian Wang, Md Zakirul Alam Bhuiyan, Guojun Wang, Md. Arafatur Rahman, Jie Wu, Jiannong Cao, “Big Data Reduction for Smart City’s Critical Infrastructural Health Monitoring”, IEEE Communications Magazine. 56(3): 128-133 (March 2018).
• Yuvraj Sahni, Jiannong Cao, Xuefeng Liu, “MidSHM: A Middleware for WSN-based SHM Application using Service-Oriented Architecture”, The Elsevier Journal of Future Generation Computer Systems (FGCS). (March 2018).
• Tian Wang, Md Zakirul Alam Bhuiyan, Guojun Wang, Md Arafatur Rahman, Jie Wu, and Jiannong Cao. "Big data reduction for a smart city’s critical infrastructural health monitoring." IEEE Communications Magazine 56, no. 3: 128-133. (March 2018)
• Jiannong Cao, Aniello Castiglione, Giovanni Motta, Florin Pop, Yanjiang Yang, Wanlei Zhou, “Human-Driven Edge Computing and Communication: Part 2”, IEEE Communications Magazine. 56(2): 134-135 (February 2018).
• Kun Xie, Lele Wang, Xin Wang, Gaogang Xie, Jigang Wen, Guangxing Zhang, Jiannong Cao, Dafang Zhang, “Accurate Recovery of Internet Traffic Data: A Sequential Tensor Completion Approach”, IEEE/ACM Transaction on Networking (TON), 26(2): 793-806 (February 2018).
• Xiulong Liu, Jiannong Cao, Yanni Yang, Shan Jiang, “CPS-based Smart Warehouse for Industry 4.0: a Survey of the Underlying Technologies”, Computers, 7(1). (Febraury 2018).
• Yaodong Zhang, Chunxian Jiang, Jingjing Wang, Zhu Han, Jian Yuan, Jiannong Cao, “Coalition Formation Game Based Access Point Selection for LTE-U and Wi-Fi Coexistence”, IEEE Transactions on Industrial Informatics (TII), 14(6): 2653-2665. (January 2018).
• Zhiwei Yang, Weigang Wu, Yishun Chen, Xiaola Lin, and Jiannong Cao, "(Q, S)-distance model and counting algorithms in dynamic distributed systems." International Journal of Distributed Sensor Networks, 14(1) (2018): 1550147718756872. (January 2018)
• Rui Liu, Junbin Liang, Jiannong Cao, Weiping Zhu, Sebastian Vansyckel, Christian Becker, “UIO-based Testbed Augmentation for Simulating Cyber-Physical Systems”, IEEE Intelligent Systems. (January 2018).
• Ling Cai, Xingwei Wang, Keqin Li, Hui Cheng, and Jiannong Cao. “Adaptive Caching Strategy Based on Big Data Learning in ICN”, Journal of Internet Technology. 19(6): 1677-1689. (2018).
• Jiating Zhu, Jiannong Cao, “Distributional Representation for Resting-state Functional Brain Connectivity Analysis”, The 2018 International Conference on Brain Informatics (BI 2018). December 7-9, 2018, Texas, USA.
• Jiaxing Shen, Oren Lederman, Jiannong Cao, Florian Berg, Shaojie Tang, and Alex Pentland, “GINA: Group Gender Identification Using Privacy-Sensitive Audio Data”, The 2018 IEEE International Conference on Data Mining (ICDM 2018). November 17-20, 2018, Singapore.
• Yanni Yang, Jiannong Cao, Xuefeng Liu, Kai Xing, "Multi-person Sleeping Respiration Monitoring with COTS WiFi Deivces" (invited paper), The 15th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS 2018), October 9-12, 2018. Chengdu, China.
• Jiating Zhu, Jiannong Cao, “Group Analysis by Visualized Distributional Representation for Resting-state Functional Brain Connectivity”, The 14th International Conference on Semantics, Knowlegde and Grids (SKG 2018), September 12-14, Guangdong, China.
• Zhonghu Xu, Kai Xing, Xuefeng Liu, and Jiannong Cao. "Backward Thinking of Routing with High Uncertainties: Causal Entropy Based Routing in Multi-Agent Networks." In 2018 IEEE Symposium on Privacy-Aware Computing (PAC), pp. 123-124. IEEE, 2018.
• Yanni Yang, Jiannong Cao, Xuefeng Liu, Xiulong Liu, “Wi-Count: Passings People Counting with COTS WiFi Devices” (invited paper), The 27th International Conference on Computer Communications and Networks (ICCCN 2018), July 30 - August 2, 2018, Hangzhou, China.
• Jiating Zhu, Yu Yang, Jiannong Cao, Esther Chak Fung Mei, “New Product Design with Popular Fashion Style Discovery using Maching Learning”, Artificial Intelligence on Fashion and Textile Conference (AIFT 2018). July 3-6, 2018, Hong Kong.
• Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu, “On Learning Community-specific Similarity Metrics for Cold-start Link Prediction”, The International Joint Conference on Neural Networks (IJCNN 2018), July 8-13, 2018, Rio de Janeiro, Brazil.
• Raynal, Michel, and Jiannong Cao. "A pleasant stroll through the land of distributed machines, computation, and universality." In International Conference on Machines, Computations, and Universality, pp. 34-50. Springer, Cham, 2018.
• Kun Xie, Heng Tao, Xin Wang, Gaogang Xie, Jigang Wen, Jiannong Cao, Zheng Qing, “Divide and Conquer for Fast SRLG Disjoint Routing”, The 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), June 25-28, 2018, Luxembourg City, Luxembourg.
• Hanqing Wu, Jiannong Cao, Shan Jiang, Ruosong Yang, Yanni Yang, Jianfei He, “TSAR: a fully-distributed Trustless data ShARing platform”, The Third IEEE Workshop on Smart Service Systems (SmartSys 2018), June 18-20, 2018, Sicily, Italy.
• Shan Jiang, Jiannong Cao, Hanqing Wu, Yanni Yang, Mingyu Ma, Jianfei He, "BlocHIE: a BLOCkchain-based platform for Healthcare Information Exchange", The 4th IEEE International Conference on Smart Computing (SMARTCOMP 2018), June 18-20, 2018, Sicily, Italy.
• Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu, “Interaction Content Aware Network Embedding via Co-embedding of Nodes and Edges”, Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018). June 3-6, 2018, Melbourne, Australia.
• Elliott Wen, Jiannong Cao, Jiaxing Shen, Xuefeng Liu, “Fraus: Launching Cost-efficient and Scalable Mobile Click Fraud Has Never Been So Easy”, 2018 IEEE Conference on Communications and Network Security (CNS 2018), May 30 – June 1, 2018. Beijing, China.
• Michel Raynal and Jiannong Cao, “Anonymity in Distributed Read/Write Systems: a Short Introduction”, 6th International Conference on Networked Systems (NETYS 2018), May 09 – 11, 2018. Essaouira, Morocco.
• Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu, “On Exploring Semantic Meanings of Links for Embedding Social Networks”, ACM World Wide Web conference (WWW 2018). April 23-27, 2018, Lyon, France.
• Wengen Li, Jiannong Cao, Jihong Guan, Man Lung Yiu, Shuigeng Zhou, “Efficient Retrieval of Bounded-Cost Informative Routes”, The 34th IEEE International Conference on Data Engineering (IEEE ICDE), April 16-19, 2018 Paris, France.
• Xiulong Liu, Jiannong Cao, Keqiu Li, Jia Liu, Xin Xie, “Range Queries for Sensor-augmented RFID Systems”, IEEE International Conference on Computer Communications (IEEE INFOCOM 2018). April 15-19, 2018, Honolulu, USA.
• Gang Yao, Jiannong Cao, Xuefeng Liu, Joanna Siebert, “Fast Handoff based on Enhancement of Network-assisted Radio Signature in 802.11 Dense WMNs” (invited paperjo), 19th International Conference on Distributed Computing and Networking (ICDCN 2018). January 04-07, 2018, Varanasi, India.
• Raynal, Michel, and Jiannong Cao. "Anonymity in distributed read/write systems: an introductory survey." In International Conference on Networked Systems, pp. 122-140. Springer, Cham, 2018.
• Zhu, Weiping, Xing Meng, Xiaolei Peng, Jiannong Cao, and Michel Raynal. "Time-efficient RFID-based Stocktaking with a Coarse-grained Inventory List." In 2018 IEEE/ACM 26th International Symposium on Quality of Service (IWQoS), pp. 1-6. IEEE, June 2018.

2017

• Yaodong Zhang, Chunxiao Jiang, Jingjing Wang, Zhu Han, Jian Yuan, Jiannong Cao, “Green WI-FI management: Implementation on partially overlapped channels”, IEEE Transactions on Green Communications and Networking (TGCN), 2(2): 346-359. (December 2017)
• Yaodong Zhang, Chunxiao Jiang, Jingjing Wang, Zhu Han, Jian Yuan, Jiannong Cao, “Green Wi-Fi Implementation and Management in Dense Autonomous Environments for Smart Cities”, IEEE Transactions on Industrial Informatics (TII), 14(4): 1552 - 1563 (December 2017) -- IEEE TCGCC Best Journal Paper Award
• Yalong Xiao, Shigeng Zhang, Jiannong Cao, Haodong Wang, Jianxin Wang, “Exploiting distribution of channel state information for accurate wireless indoor localization”, Computer Communications.114: 73-83 (December 2017)
• Kun Xie, Xiaocan Li, Xin Wang, Gaogang Xie, Jigang Wen, Jiannong Cao, Dafang Zhang. "Fast Tensor Factorization for Accurate Internet Anomaly Detection", IEEE/ACM Transactions on Networking (TON), 25(6): 3794-3807. (December 2017)
• Jiannong Cao, Aniello Castiglione, Giovanni Motta, Florin Pop, Yanjiang Yang, Wanlei Zhou, “Human-Driven Edge Computing and Communication: Part 1”, IEEE Communications Magazine. 55(11): 70-71. (November 2017)
• Hongwei Wang, Song Guo, Jiannong Cao, Minyi Guo, “MeLoDy: A Long-Term Dynamic Quality-Aware Incentive Mechanism for Crowdsourcing”, IEEE Transactions on Parallel and Distributed Systems (TPDS), 29(4): 901-914. (November 2017)
• Fuliang Li, Xingwei Wang, Jiannong Cao, Renzheng Wang, Yuanguo Bi, “How DHCP Leases Meet Smart Terminals: Emulation and Modeling”, IEEE Internet of Things Journal. 5(1): 56-68. (November 2017)
• Fuliang Li, Xingwei Wang, Jiannong Cao, Renzheng Wang, Yuanguo Bi. “A State Transition-Aware Energy-Saving Mechanism for Dense WLANs in Buildings”, IEEE Access. 5: 25671-25681. (November 2017)
• Weiping Zhu, Jiannong Cao, Michel Raynal. "Energy-efficient Composite Event Detection in Wireless Sensor Networks", IEEE Communications Letters. 22(1): 177 – 180. (October 2017)
• Peng Guo, Xuefeng Liu, Jiannong Cao, Shaojie Tang, “Lossless In-Network Processing and Its Routing Design in Wireless Sensor Networks,” IEEE Transactions on Wireless Communications (TWC). 16(10): 6528-6542 (October 2017)
• Wengen Li, Jiannong Cao, Jihong Guan, Man-Lung Yiu, Shuigeng Zhou, “Efficient Retrieval of Bounded-Cost Informative Routes”, IEEE Transactions on Knowledge and Data Engineering (TKDE). 29(10): 2182-2196. (October 2017)
• Yuqi Wang, Jiannong Cao, Wengen Li, Tao Gu, Wenzhong Shi, “Exploring Traffic Congestion Correlation from Multiple Data Sources”, Pervasive and Mobile Computing Journal, Special issue. 41: 470-483. (October 2017)
• Md Zakirul Alam Bhuiyan, Jie Wu, Guojun Wang, Jiannong Cao, Wenjun Jiang, Mohammed Atiquzzaman, “Towards Cyber-Physical Systems Design for Structural Health Monitoring: Hurdles and Opportunities”, ACM Transactions on Cyber-Physical Systems. 1(4): 1-26. (October 2017)
• Weiping Zhu, Hongliang Lu, Xiaohui Cui, Jiannong Cao, “A Distributed Relation Detection Approach in the Internet of Things”, Mobile Information Systems. 4789814: 1-14 (September 2017)
• Kai Liu, Liang Feng, Penglin Dai, Victor CS Lee, Sang Hyuk Son, Jiannong Cao, “Coding-assisted broadcast scheduling via memetic computing in SDN-based vehicular networks”, IEEE Transactions on Intelligent Transportation Systems (TITS). 19(8): 2420-2431. (September 2017)
• Fuliang Li, Jiannong Cao, Xingwei Wang, Yinchu Sun, “A QoS Guaranteed Technique for Cloud Applications Based on Software Defined Networking,” IEEE Access. 5: 21229-21241 (September 2017).
• Yuanyi Chen, Jingyu Zhang, Minyi Guo, Jiannong Cao, “Learning user preference from heterogeneous information for store-type recommendation”, IEEE Transactions on Services Computing (TSC). (September 2017)
• Jiaxing Shen, Jiannong Cao, Xuefeng Liu, Chisheng Zhang, “DMAD: Data-Driven Measuring of Wi-Fi Access Point Deployment in Urban Spaces”, ACM Transactions on Intelligent Systems and Technology (TIST). 9(1): 1-29. (September 2017)
• Xiulong Liu, Xin Xie, Kun Wang, Heng Qi, Jiannong Cao, Song Guo, Keqiu Li, “Pinpointing Anomaly RFID Tags: Situation and Opportunities”, IEEE Network. 31(6): 40-47. (August 2017)
• Yuvraj Sahni, Jiannong Cao, Shigeng Zhang, Lei Yang, “Edge Mesh: A New Paradigm to Enable Distributed Intelligence in Internet of Things”, IEEE Access. 5: 16441-16458. (August 2017)
• Huacheng Zeng, Yi Shi, Y. Thomas Hou, Wenjing Lou, Xu Yuan, Rongbo Zhu, Jiannong Cao, “OFDM-based Interference Alignment in Single-Antenna Cellular Wireless Networks”, IEEE Transactions on Communications (TCOM). 65(10): 4492-4506. (June 2017)
• Yuanyi Chen, Jingyu Zhang, Liting Xu, Minyi Guo, Jiannong Cao, “Modeling latent relation to boost things categorization service”, IEEE Transactions on Services Computing (TSC), 13(5): 915-929. (June 2017)
• Tian Wang, Wenhua Wang, Jiannong Cao, Md Zakirul Alam Bhuiyan, Yongxuan Lai, Yiqiao Cai, Hui Tian, Yonghong Chen, Baowei Wang, “Interoperable Localization for Mobile Group Users”, Computer Communications. 105: 53-65. (June 2017)
• Yuanyi Chen, Minyi Guo, Jiaxing Shen, Jiannong Cao “GraphLoc: A Graph-based Method for Indoor Subarea Localization with Zero-configuration”, Personal and Ubiquitous Computing. 21(3): 489-505. (June 2017)
• Tim M. H. Li, Chun-Tung Li, Paul W. C. Wong, Jiannong Cao, “Withdrawal Behaviors and Mental Health among College Students: An Exploratory Longitudinal Study”, Behavioral Psychology. 25(1): 99. (April 2017)
• Peng Guo, Jiannong Cao, Xuefeng Liu, “Lossless In-network Processing in WSNs for Domain-specific Monitoring Applications”, IEEE Transactions on Industrial Informatics (TII). 13(5): 2130-2139. (April 2017)
• Tian Wang, Yang Li, Guojun Wang, Jiannong Cao, Md Zakirul Alam Bhuiyan, Weijia Jia, “Sustainable and Efficient Data Collection from WSNs to Cloud”, IEEE Transactions on Sustainable Computing (TSUSC). 4(2): 252-262. (March 2017)
• Lei Yang, Jiannong Cao, “Application Repartitioning in the Cloud”, IEEE Transactions on Cloud Computing (TCC). 50(2):11 (February 2017). - Spotlight Paper of the issue
• Gong Chen, Yan Liu, Jiannong Cao, Sheng-hua Zhong, Yang Liu, Yuexian Hou, Peng Zhang, “Learning Music Emotions via Quantum Convolutional Neural Network”, The 10th International Conference on Brain Informatics (BI 2017). Nov 16-18, 2017, China. pp. 49-58.
• Gang Yao, Jiannong Cao, Joanna Izabela Siebert, Xuefeng Liu, “OppoScan: Enabling Fast Handoff in Dense 802.11 WMNs via Opportunistic Probing with Virtual Radio” (invited paper), The IEEE 14th International Conference on Mobile Ad Hoc and Sensor Systems (MASS, 2017). Oct. 22-25 2017, Florida, USA. pp. 198-205.
• Yuanyi Chen, Jinyu Zhang, Minyi Guo, Jiannong Cao, “Understanding customer behaviour in urban shopping mall from WiFi logs”, The IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops 2017), Mar 13-17, 2017, Hawaii, USA. pp. 50-53.
• Hongwei Wang, Jia Wang, Miao Zhao, Jiannong Cao, Minyi Guo, “Joint Topic-Semantic-aware Social Recommendation for Online Voting”, The 26th ACM International Conference on Information and Knowledge Management (CIKM 2017). November 6-10, 2017. Singapore.
• Yuqi Wang, Jiannong Cao, Lifang He, Wengen Li, Lichao Sun, Philip S. Yu, “Coupled Sparse Matrix Factorization for Response Time Prediction in Logistics Services”, The 26th ACM International Conference on Information and Knowledge Management (CIKM 2017). November 6-10, 2017. Singapore.
• Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu, “Disentangled Link Prediction for Signed Social Networks via Disentangled Representation Learning”, The 4th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2017). October 19-21, 2017. Tokyo, Japan. [Best Paper Award]
• Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu, “Multi-task Network Embedding”, The 4th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2017). October 19-21, 2017. Tokyo, Japan.
• Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu, “Multiple Social Role Embedding”, The 4th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2017). October 19-21, 2017. Tokyo, Japan.
• Jia Wang, Jiannong Cao, Shan Jiang, “Fault-tolerant Pattern Formation by Multiple Robots: a Learning Approach”, The 36th IEEE International Symposium on Reliable Distributed Systems (SRDS 2017). September 26-29, 2017. Hong Kong, China.
• Lei Yang, Jiannong Cao, Zhenyu Wang, Weigang Wu, “Network aware Multi-user Computation Partitioning in Mobile Edge Clouds”, The 46th International Conference on Parallel Processing (ICPP 2017). August 14-17, 2017. Bristol, UK. pp. 302-311.
• Shan Jiang, Jiannong Cao, Jia Wang, Milos Stojmenovic, Julien Bourgeois, “Uniform Circle Formation by Asynchronous Robots: A Fully-Distributed Approach” (invited paper), The 26th International Conference on Computer Communications and Networks (ICCCN 2017). July 31-August 3, 2017. Vancouver, Canada.
• Fuliang Li, Jiannong Cao, Xingwei Wang, Yinchu Sun, Yuvraj Sahni, “Enabling Software Defined Networking with QoS Guarantee for Cloud Applications”, The 10th IEEE International Conference on Cloud Computing (IEEE CLOUD 2017). June 25-30, 2017. Honolulu, Hawaii, USA. pp. 130-137.
• Lei Yang, Jiannong Cao, Bo Liu, Zhenyu Wang, “Joint Computation Partitioning and Resource Allocation for Latency Sensitive Applications in Mobile Edge Cloud”, The 10th IEEE International Conference on Cloud Computing (IEEE CLOUD 2017). June 25-30, 2017. Honolulu, Hawaii, USA. pp. 246-253.
• Yalong Xiao, Jianxin Wang, Shigeng Zhang, Haodong Wang, Jiannong Cao, “Accurate Indoor Localization with Multiple Feature Fusion”, The 12th International Conference on Wireless Algorithms, Systems, and Applications (WASA 2017). June 19-21, 2017. Guilin, China. pp. 522-533.
• Jia Wang, Xuefeng Liu, Jiannong Cao, “Wi-Friend: Identifying Potential Real Life Friends Nearby” (invited paper), IEEE International Symposium on a World of Wireless Mobile and Multimedia Networks (WoWMoM 2017). June 12-15, 2017. Macau, China. pp. 1-9.
• Elliott Wen, Winston K. G. Seah, Bryan Ng, Xue Liu, Jiannong Cao, Xuefeng Liu, “GBooster: Towards Acceleration of GPU-Intensive Mobile Applications”, The 37th IEEE International Conference on Distributed Computing Systems (ICDCS 2017). June 5-8, 2017. Atlanta, GA, USA. pp. 1408-1418.
• Fuliang Li, Xingwei Wang, Jiannong Cao, Yinchu Sun, Tian Pan, Xuefeng Liu, “Adopting SDN Switch Buffer: Benefits Analysis and Mechanism Design”, The 37th IEEE International Conference on Distributed Computing Systems (ICDCS 2017). June 5-8, 2017. Atlanta, GA, USA. pp. 2171-2176.
• Xuefeng Liu, Jiaqi Wen, Shaojie Tang, Jiannong Cao, Jiaxing Shen, “City-Hunter: Hunting Smartphones in Urban Areas”, The 37th IEEE International Conference on Distributed Computing Systems (ICDCS 2017). June 5-8, 2017. Atlanta, GA, USA. pp. 162-171.
• Hongwei Wang, Song Guo, Jiannong Cao, Minyi Guo, “MELODY: A Long-term Dynamic Quality-aware Incentive Mechanism for Crowdsourcing”, The 37th IEEE International Conference on Distributed Computing Systems (ICDCS 2017). June 5-8, 2017. Atlanta, GA, USA. pp. 933-943.
• Shigeng Zhang, Xuan Liu, Jianxin Wang, Jiannong Cao, “Tag Size Profiling in Multiple Reader RFID Systems”, IEEE International Conference on Computer Communications (INFOCOM 2017). May 1-4, 2017. Atlanta, GA, USA.
• Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu, “Embedding Identity and Interest for Social Networks”, The 26th International Conference on World Wide Web Companion (WWW 2017). April 3-7, 2017. Perth, Australia. pp. 859-860.
• Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu, “On Learning Mixed Community-specific Similarity Metrics for Cold-start Link Prediction”, The 26th International Conference on World Wide Web Companion (WWW 2017). April 3-7, 2017. Perth, Australia. pp. 861-862.
• Guanqing Liang, Jiannong Cao, Xuefeng Liu, “Smart Cushion: A Practical System for Fine-grained Sitting Posture Recognition”, The 2nd IEEE Workshop on Pervasive Health Technologies (PerHealth 2017) (in conjunction with PerCom 2017 - IEEE International Conference on Pervasive Computing and Communications). March 13-17, 2017. Kona, Big Island, Hawaii, USA. pp. 419-424.
• Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S Yu, “Embedding of Embedding (EOE): Joint Embedding for Coupled Heterogeneous Networks”, The 10th ACM International Conference on Web Search and Data Mining (WSDM 2017). February 6-10, 2017. Cambridge, UK. pp. 741-749.

2016

• Jiannong Cao, Xuefeng Liu, Wireless Sensor Networks for Structural Health Monitoring (Springer). 2016. 99 pages. ISBN: 978-3-319-29034-8.
• Lei Yang, Jiannong Cao, Shaojie Tang, Di Han, Neeraj Suri: Run Time Application Repartitioning in Dynamic Mobile Cloud Environments. IEEE Trans. Cloud Computing 4(3): 336-348 (2016)
• Zongjian He, Jiannong Cao, Xuefeng Liu: SDVN: enabling rapid network innovation for heterogeneous vehicular communication. IEEE Network 30(4): 10-15 (2016)
• Lei Yang, Jiannong Cao, Guanqing Liang, Xu Han: Cost Aware Service Placement and Load Dispatching in Mobile Cloud Systems. IEEE Trans. Computers 65(5): 1440-1452 (2016)f
• Guanqing Liang, Jiannong Cao, Xuefeng Liu, Junbin Liang: Smart world: a better world. SCIENCE CHINA Information Sciences 59(4): 043401:1-043401:5 (2016)
• Junbin Liang, Jiannong Cao, Rui Liu, Tao Li: Distributed Intelligent MEMS: A Survey and a Real-Time Programming Framework. ACM Comput. Surv. 49(1): 20:1-20:29 (2016)
• Weiping Zhu, Jiannong Cao, Michel Raynal: Predicate Detection in Asynchronous Distributed Systems: A Probabilistic Approach. IEEE Trans. Computers 65(1): 173-186 (2016)
• Chun-Tung Li, Jiannong Cao, Tim M. H. Li: Eustress or distress: an empirical study of perceived stress in everyday college life. UbiComp Adjunct 2016: 1209-1217 [Paper] [Slides]
• Yuqi Wang, Jiannong Cao, Wengen Li, Tao Gu: Mining Traffic Congestion Correlation between Road Segments on GPS Trajectories. SMARTCOMP 2016: 1-8
• Yuvraj Sahni, Jiannong Cao, Xuefeng Liu: MidSHM: A Flexible Middleware for SHM Application Based on Service-Oriented Architecture. SOSE 2016: 126-135
• Shan Jiang, Junbin Liang, Jiannong Cao, Rui Liu: An ensemble-level programming model with real-time support for multi-robot systems. PerCom Workshops 2016: 1-3 [Paper]
• Rui Liu, Jiannong Cao, Sebastian VanSyckel, Wenyu Gao: PriMe: Human-centric privacy measurement based on user preferences towards data sharing in mobile participatory sensing systems. PerCom 2016: 1-8
• Xuefeng Liu, Jiannong Cao, Peng Guo: SenetSHM: Towards Practical Structural Health Monitoring Using Intelligent Sensor Networks. BDCloud-SocialCom-SustainCom 2016: 416-423
• Shan Jiang, Jiannong Cao, Yan Liu, Jinlin Chen, Xuefeng Liu: Programming Large-Scale Multi-Robot System with Timing Constraints. ICCCN 2016: 1-9 [Paper]
• Hongliang Lu, Jiannong Cao, Shailey Chawla, Yuqi Wang, Shaohe Lv, Xiaodong Wang: A Cluster Based Approach for Task Scheduling across Multiple Programming Systems. ISPDC 2016: 222-229
• Wengen Li, Jiannong Cao, Jihong Guan, Man Lung Yiu, Shuigeng Zhou: Retrieving Routes of Interest Over Road Networks. WAIM (1) 2016: 109-123

2015

• Lei Yang, Jiannong Cao, Weiping Zhu, Shaojie Tang: Accurate and Efficient Object Tracking Based on Passive RFID. IEEE Trans. Mob. Comput. 14(11): 2188-2200 (2015)
• Lei Yang, Jiannong Cao, Hui Cheng, Yusheng Ji: Multi-User Computation Partitioning for Latency Sensitive Mobile Cloud Applications. IEEE Trans. Computers 64(8): 2253-2266 (2015)
• Xuefeng Liu, Jiannong Cao, Wen-Zhan Song, Peng Guo, Zongjian He: Distributed Sensing for High-Quality Structural Health Monitoring Using WSNs. IEEE Trans. Parallel Distrib. Syst. 26(3): 738-747 (2015)
• Guanqing Liang, Jiannong Cao: Social context-aware middleware: A survey. Pervasive and Mobile Computing 17: 207-219 (2015)
• Yaguang Huangfu, Jiannong Cao, Hongliang Lu, Guanqing Liang: MatrixMap: Programming Abstraction and Implementation of Matrix Computation for Big Data Applications. ICPADS 2015: 19-28
• Guanqing Liang, Jiannong Cao, Xuefeng Liu: Smartworld: A Better World. UIC/ATC/ScalCom 2015: 373-374
• Chisheng Zhang, Jiannong Cao, Gang Yao: CoDA: Connectivity-Oriented Data Dissemination Algorithm for Vehicular Internet Access Networks. MSN 2015: 186-193
• Rui Liu, Jiannong Cao, Lei Yang, Kehuan Zhang: PriWe: Recommendation for Privacy Settings of Mobile Apps Based on Crowdsourced Users' Expectations. IEEE MS 2015: 150-157
• Zongjian He, Jiannong Cao, Xuefeng Liu: High quality participant recruitment in vehicle-based crowdsourcing using predictable mobility. INFOCOM 2015: 2542-2550
• Jiaqi Wen, Jiannong Cao, Xuefeng Liu: We help you watch your steps: Unobtrusive alertness system for pedestrian mobile phone users. PerCom 2015: 105-113