tagline one

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

2024

  • 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), 26-29 November 2024, Dubai, UAE
  • 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), 10 - 14 October 2024, Belgrade, Serbia
  • Zhixuan Liang, Jiannong Cao, Shan Jiang, Huafeng Xu, “Hierarchical Reinforcement Learning with Partner Modeling for Distributed Multi-agent Cooperation”, IEEE Transactions on Parallel and Distributed Systems
  • Yanni Yang, Pengfei Hu, Jun Luo, Zhenlin An, Jiannong Cao, Dongxiao Yu, Xiuzhen Cheng, “ROMEO: Fault Detection of Rotating Machinery via Fine-grained mmWave Velocity Signature”, IEEE Transactions on Mobile Computing
  • 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
  • Yanni Yang, Zhenlin An, Jiannong Cao, Yanwen Wang, Pengfei Hu, Guoming Zhang, Xiuzhen Cheng, “Jump out of Resonance: A Practical NFC Tag Fingerprinting Scheme”, IEEE Transactions on Mobile Computing, 2024. [Paper]
  • Mingin 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). [Paper]
  • 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. [Paper]
  • 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. [Paper]
  • 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. [Paper]
  • 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. [Paper]
  • 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. [Paper]
  • 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. [Paper]
  • 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. [Paper]
  • Shuaiqi Liu, Jiannong Cao, Yicong Li, Ruosong Yang, Zhiyuan Wen, “Low-Resource Court Judgment Summarization for Common Law Systems”, Information Processing and Management, 2024. [Paper]
  • Wanyu Lin, Hao Lan, Jiannong Cao, “Graph Privacy Funnel: A Variational Approach for Privacy-Preserving Representation Learning on Graphs”, Transactions on Dependable and Secure Computing, 2024. [Paper]
  • Yinfeng Cao, Jiannong Cao, Zeyang Cui, Dongbin Bai, Mingjin Zhang, Long Wen, “PolyTwin: Edge Blockchain-empowered Trustworthy Digital Twin Network for Metaverse”, The 2nd Annual IEEE International Conference on Metaverse Computing, Networking, and Applications (IEEE MetaCom 2024), Hong Kong SAR, China, 12-14 August 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). [Paper]
  • 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). [Paper]
  • Wenjun Lan, Kongyang Chen, Yikai Li, Jiannong Cao, Yuvraj Sahni, “Deep Reinforcement Learning for Privacy-Preserving Task Offloading in Integrated Satellite-Terrestrial Networks”, IEEE Transactions on Mobile Computing (Early Access), (Feb 2024). [Paper]
  • 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, vol. 35, no. 2, pp. 310-323, (December 2023). [Paper]
  • 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.

2023

  • Jinlin Chen, Jiannong Cao, Zhigin Cheng, Shan Jiang, "Towards Efficient Distributed Collision Avoidance for Heterogeneous Mobile Robots", IEEE Transactions on Mobile Computing
  • Jinlin Chen, Jiannong Cao, Zhiqin Cheng, Yuvrai Sahni, "ManiWare: An Easy-to-Use Middleware for Cooperative Manipulator Teams", IEEE Internet of Things Journal
  • 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. (July 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.
  • 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. (March 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. (February 2023)
  • Hanqing Wu, Shan Jiang, Jiannong Cao, “High-efficiency Blockchain-based Supply Chain Traceability”, IEEE Transactions on Intelligent Transportation Systems (TITS), 24 (4), April 2023. (February 2023)
  • 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) (February 2023)
  • 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). (January 2023)
  • 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. (January 2023)

2022

  • 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 Interactive 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.
  • 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.
  • Yuvraj Sahni, Jiannong Cao, Lei Yang, Shengwei Wang, “Distributed Resource Scheduling in Edge Computing: Problems, Solutions, and Opportunities”, Computer Networks, 219: 109430, (December 2022).
  • 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). (December 2022).
  • Li, Xiaocan, Kun Xie, Xin Wang, Gaogang Xie, Kenli Li, Jiannong Cao, Dafang Zhang, Hongbo Jiang, and Jigang Wen. "Neighbor Graph Based Tensor Recovery For Accurate Internet Anomaly Detection." IEEE Transactions on Parallel and Distributed Systems 34, no. 2 (2022): 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. (December 2022).
  • 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. (December 2022).
  • Yinfeng CAO, Jiannong CAO, Yuqin WANG, Kaile WANG, Xun LIU, “Security in Edge Block chains: Attacks and Countermeasures”, ZTE Communications, vol. 20, no. 4, pp. 3–14, Dec. 2022. (December 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. (October 2022).
  • 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. (October 2022).
  • 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. [Paper]
  • Mingjin Zhang, Jiannong Cao, Yuvraj Sahni, Qianyi Chen, Shan Jiang, Lei Yang, “Blockchain-based Collaborative Edge Intelligence for Trustworthy and Real-time Video Surveillance”, to appear in IEEE Transactions on Industrial Informatics. (2022) [Paper]
  • Hanqing Wu, Shan Jiang, Jiannong Cao, “High-efficiency Blockchain-based Supply Chain Traceability”, to appear in IEEE Transactions on Intelligent Transportation Systems (TITS). (2022) [Paper]
  • Mingjin Zhang, Jiannong Cao, Yuvraj Sahni, Qianyi Chen, Shan Jiang, Tao Wu, “EaaS: A Service-Oriented Edge Computing Framework Towards Distributed Intelligence”, IEEE Congress on Intelligent and Service-Oriented Systems Engineering, 15 - 18 Aug 2022, San Francisco Bay Area, U.S.A. [Paper]
  • 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.
  • 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.
  • 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.
  • 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).
  • Lei Yang, Junzhong Jia, Hongcai Lin, and Jiannong Cao, Fellow, IEEE, “Reliable Dynamic Service Chain Scheduling in 5G Networks”, IEEE Transaction on Mobile Computing.
  • 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.
  • Qianyi Chen, Jiannong Cao, Yong Xia, “Physics-enhanced PCA for Data Compression in Edge Devices”, to appear in IEEE Transactions on Green Communications and Networking. (2022)
  • Jinlin Chen, Jiannong Cao, Zhixuan Liang, Zhiqin Cheng, Jia Wang, “GraphWare: A Graph-based Middelware Enabling Multi-robot Cooperation”, to appear in Concurrency and Computation: Practice and Experience. (2022)
  • Chun-Tung Li, Chao Ma, Jiaxing Shen, Jiannong Cao, Ka Ho Wong, “An Agnostic and Efficient Approach to Identifying Features from Execution Traces”, to appear in Knowledge-based Systems (KBS). (2022)
  • Shuaiqi Liu, Jiannong Cao, Ruosong Yang, Zhiyuan Wen, “Key phrase aware transformer for abstractive summarization”, Information Processing & Management, 59(3): 102913. (May 2022)
  • Ruosong Yang, Jiannong Cao, Zhiyuan Wen, Jiaxing Shen, “Automated post scoring: evaluating posts with topics and quoted posts in online forum”, World Wide Web, 1-25. (March 2022)
  • Lei Yang, Yingqi Gan, Jiannong Cao, Zhenyu Wang, “Optimizing Aggregation Frequency for Hierarchical Model Training in Heterogeneous Edge Computing”, to appear in IEEE Transactions on Mobile Computing (TMC), 2022.
  • Zhenyu Ning, Chenxu Wang, Yinhua Chen, Fengwei Zhang, Jiannong Cao, “Revisiting ARM Debugging Features: Nailgun and Its Defense”, to appear in IEEE Transactions on Dependable and Secure Computing (TDSC), 2022.
  • Yanni Yang, Yanwen Wang, Jiannong Cao, Jinlin Chen, “HearLiquid: Non-intrusive Liquid Fraud Detection Using Commodity Acoustic Devices”, to appear in IEEE Internet of Things Journal, 2022.
  • 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, (January 2022)
  • Divya Saxena, Jiannong Cao, “Multimodal Spatio-Temporal Prediction with Stochastic Adversarial Networks”, to appear in ACM Transactions on Intelligent Systems and Technology (TIST), 13(2): 1-23. (January 2022)

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”, to appear in IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021.
  • Yanni Yang, Jiannong Cao, Yanwen Wang, "Robust RFID-based Respiration Monitoring in Dynamic Environments", to appear in IEEE Transactions on Mobile Computing, 2021.
  • Shan Jiang, Jiannong Cao, Juncen Zhu, Yinfeng Cao, "PolyChain: a Generic Blockchain as a Service Platform", to appear in the 2021 International Conference on Blockchain and Trustworthy Systems (BlockSys'2021), 05-06 Aug, 2021. [Paper]
  • Jiaxing Shen, Jiannong Cao, Oren Lederman, Shaojie Tang, Alex 'Sandy' Pentland, “User Profiling based on Nonlinguistic Audio Data”, to appear in ACM Transactions on Information Systems, 2021. [Paper]
  • 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, Denver, CO, USA, October 4-7, 2021. [Paper]
  • Yu Yang, Jiannong Cao, Milos Stojmenovic, Senzhang Wang, Yiran Cheng, Chun Lum, Zhetao Li, “Time-capturing Dynamic Graph Embedding for Temporal Linkage Evolution”, to appear in IEEE Transactions on Knowledge and Data Engineering, 2021 [Paper]
  • 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. [Paper]
  • 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. [Paper]
  • 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, 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, 2021.
  • Divya Saxena, Jiannong Cao, "Multimodal Spatio-Temporal Prediction with Stochastic Adversarial Networks", ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2021. [Paper]
  • Divya Saxena, Jiannong Cao, "Generative Adversarial Networks (GANs): Challenges, Solutions, and Future Directions", ACM Computing Surveys, 2021. [Paper]
  • Shan Jiang, Jiannong Cao, Hanqing Wu, Yanni Yang, "Fairness-based Packing of Industrial IoT Data in Permissioned Blockchains", IEEE Transactions on Industrial Informatics, 2021. [Paper]

2020

  • Wei Li, Linchuan Xu, Jiannong Cao, Zhixuan Liang, Senzhang Wang, Thomas.C.Lam, Xiaohui Cui, "JDGAN: Enhancing Generator on Extremely Limited Data via Joint Distribution", Neurocomputing, 2020.
  • Jiaxing Shen, Jiannong Cao, Xuefeng Liu, “BaG: Behavior-aware Group Detection in Crowded Urban Spaces using WiFi Probes”, IEEE Transactions on Mobile Computing, June 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, 2020. [Paper]
  • Yuvraj Sahni, Jiannong Cao, Lei Yang, Yusheng Ji, "Multi-Hop Offloading of Multiple DAG Tasks in Collaborative Edge Computing", IEEE Internet of Things Journal, 2020. [Paper]
  • Ruosong Yang, Jiannong Cao, Zhiyuan Wen, Youzheng Wu, Xiaodong He, "Enhancing Automated Essay Scoring Performance via Fine-tuning Pre-trained Language Models with Combination of Regression and Ranking", Findings of EMNLP, 2020. [Paper]
  • Jia Wang, Jiannong Cao, Wei Li, Senzhang Wang, "CANE: Community-aware Network Embedding via Adversarial Training", Knowledge and Information Systems, 2020.
  • Senzhang Wang, Jiannong Cao, Philip S. Yu, "Deep Learning for Spatio-Temporal Data Mining: A Survey", IEEE Transactions on Knowledge and Data Enginerring, 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, 2020.
  • Jiating Zhu; Cao, Jiannong, "Distributional Representation of Resting-state fMRI for Functional Brain Connectivity Analysis", Neurocomputing, 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, 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, 2020
  • 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), 3-6 Aug, 2020. Virtual Conference.
  • Chun Tung Li, Jiannong Cao, 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, 2020. [Paper] [Slides]
  • Jia Wang, Jiannong Cao, Senzhang Wang, Zhongyu Yao, Wengen Li, "IRDA: Incremental Reinforcement Learning for Dynamic Resource Allocation", IEEE Transactions on Big Data, 2020.
  • Yu Yang, Jiannong Cao, Jiaxing Shen, Ruosong Yang, Zhiyuan Wen, "Learning Analytics based on Multilayer Behavior Fusion", 13th Internation Conference on Blended Learning (ICBL), 24-27 August 2020, Virtual Conference. [Paper]
  • 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, Singapore.
  • 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. [Paper]
  • 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 (2020): 78441-78451. [Paper]
  • Zhuo Li, Jiannong Cao, Zhongyu Yao, Wengen Li, Yu Yang, and Jia Wang. "Recursive Balanced k-Subset Sum Partition for Rule-constrained Resource Allocation." In Proceedings of the 29th ACM International Conference on Information & Knowledge Management, pp. 2121-2124. 2020. [Paper]
  • 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. [Paper]
  • 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.
  • 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 Sep, 2020, Jeju, South Korea. [Paper]
  • 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 Sep, 2020, Jeju, South Korea. [Paper][Slides]
  • 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, 2020

2019

  • Jia Wang, Jiannong Cao, Milos Stojmenovic, Jinlin Chen, Shan Jiang, "Pattern-RL: Multi-Robot Arbitrary Pattern Formation via Deep Reinforcement Learning", 18th International Conference on Machine Learning and Applications (ICMLA 2019), 16-19 Dec, 2019. Boca Raton, Florida, USA
  • 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 [Paper]
  • 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.
  • Yanni Yang, Jiannong Cao, Xiulong Liu, Xuefeng Liu, "Door-Monitor: Counting In-and-out Visitors with COTS WiFi Devices", IEEE Internet of Things Journal, 2019 [Paper]
  • 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), 2019 [Paper]
  • 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), 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), 2019
  • Xiulong Liu, Jiannong Cao, Keqiu Li, Jia Liu, Xin Xie, "Efficient Range Queries for Large-scale Sensor-augmented RFID Systems", IEEE Transactions on Networking (TON), 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), 2019
  • Yanni Yang, Jiannong Cao, Xiulong Liu, "ER-Rhythm: Extracting and 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, 2019 [Paper]
  • 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, 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, 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(13): 1179-1191, 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, 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, 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)
  • Zhuo Li, Miao Zhao, Jiannong Cao, "Sparsely Self-Supervised Generative Adversarial Nets for Radio Frequency Estimation", IEEE Journal on Selected Areas of Communication (JSAC)
  • 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)
  • 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
  • Linchuan Xu, Xiaowei Kai, Jiannong Cao, Philip S. Yu, "Multi-task network embedding", International Journal of Data Science and Analysis
  • 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", 28th International Conference on Computer Communications and Networks (ICCCN 2019) [Paper][Slides]
  • 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) [Paper]
  • Jiaxing Shen, Jiannong Cao, Xuefeng Liu, "BaG: Behavior-aware Group Detection in Crowded Urban Spaces using WiFi Probes", The Web Conference (WWW 2019)
  • Divya Saxena, Suyash Mahar, Vaskar Raychoudhury, Jiannong Cao: Scalable, high-speed on-chip-based NDN name forwarding using FPGA. ICDCN 2019: 81-89
  • Wanyu Lin, Jiannong Cao, Xuefeng Liu: Distributed Least Squares Estimation Algorithms Design for Sensor Networks. Ad Hoc & Sensor Wireless Networks 43(1-2): 85-108 (2019)
  • Yuvraj Sahni, Jiannong Cao, Lei Yang: Data-Aware Task Allocation for Achieving Low Latency in Collaborative Edge Computing. IEEE Internet of Things Journal 6(2): 3512-3524 (2019) [Paper]
  • Xiulong Liu, Jiannong Cao, Yanni Yang, Wenyu Qu, Xibin Zhao, Keqiu Li, Didi Yao: Fast RFID Sensory Data Collection: Trade-off Between Computation and Communication Costs. IEEE/ACM Trans. Netw. 27(3): 1179-1191 (2019)
  • Yuvraj Sahni, Jiannong Cao, Shan Jiang, "Middleware for Multi-Robot System", a chapter in Mission-Oriented Sensor Networks and Systems: Art and Science (Springer), Habib M. Ammari (Ed.)
  • Jiaxing Shen, Yi Lau, and Jiannong Cao. "Data-Driven Mall Advertising", Smart Marketing With the Internet of Things, pp. 123-138. IGI Global, 2019.

2018

  • Jiaxing Shen, Jiannong Cao, Xuefeng Liu, Shaojie Tang: SNOW: Detecting Shopping Groups Using WiFi. IEEE Internet of Things Journal 5(5): 3908-3917 (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 (2018)
  • 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 (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): 13 (2018)
  • Gang Yao, Jiannong Cao, Xuefeng Liu, Joanna Izabela Siebert: Enabling fast handoff in dense 802.11 WMNs via temporal-spatial knowledge and opportunistic probing. J. Reliable Intelligent Environments 4(1): 57-70 (2018)
  • Lei Yang, Bo Liu, Jiannong Cao, Yuvraj Sahni, and Zhenyu Wang. "Joint computation partitioning and resource allocation for latency sensitive applications in mobile edge clouds." IEEE Transactions on Services Computing (2019). [Paper]
  • Wengen Li, Jihong Guan, Xiang Lian, Shuigeng Zhou, Jiannong Cao: Probabilistic Time-Constrained Paths Search over Uncertain Road Networks. IEEE Trans. Services Computing 11(2): 399-414 (2018)
  • Rui Liu, Jiannong Cao, Kehuan Zhang, Wenyu Gao, Junbin Liang, Lei Yang: When Privacy Meets Usability: Unobtrusive Privacy Permission Recommendation System for Mobile Apps Based on Crowdsourcing. IEEE Trans. Services Computing 11(5): 864-878 (2018)
  • Yuvraj Sahni, Jiannong Cao, Jiaxing Shen: Challenges and Opportunities in Designing Smart Spaces. In: Di Martino B., Li KC., Yang L., Esposito A. (Eds) Internet of Everything. Internet of Things (Technology, Communications and Computing). Springer, ISBN: 978-981-10-5860-8 (2018)
  • Yuvraj Sahni, Jiannong Cao, Xuefeng Liu: MidSHM: A Middleware for WSN-based SHM Application using Service-Oriented Architecture. Future Generation Comp. Syst. 80: 263-274 (2018)
  • Jiating Zhu, Jiannong Cao: Distributional Representation for Resting-State Functional Brain Connectivity Analysis. BI 2018: 205-215
  • Jiaxing Shen, Oren Lederman, Jiannong Cao, Florian Berg, Shaojie Tang, Alex Pentland: GINA: Group Gender Identification Using Privacy-Sensitive Audio Data. ICDM 2018: 457-466
  • Yanni Yang, Jiannong Cao, Xuefeng Liu, Kai Xing: Multi-person Sleeping Respiration Monitoring with COTS WiFi Devices. MASS 2018: 37-45 [Paper]
  • Jiating Zhu, Jiannong Cao: Group Analysis by Visualized Distributional Representation for Resting-State Functional Brain Connectivity. SKG 2018: 9-16
  • Yanni Yang, Jiannong Cao, Xuefeng Liu, Xiulong Liu: Wi-Count: Passing People Counting with COTS WiFi Devices. ICCCN 2018: 1-9 [Paper]
  • Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu: On Learning Community-specific Similarity Metrics for Cold-start Link Prediction. IJCNN 2018: 1-8
  • Hanqing Wu, Jiannong Cao, Shan Jiang, Ruosong Yang, Yanni Yang, Jianfei He: TSAR: A Fully-Distributed Trustless Data ShARing Platform. SMARTCOMP 2018: 350-355 [Paper][Slides]
  • Shan Jiang, Jiannong Cao, Hanqing Wu, Yanni Yang, Mingyu Ma, Jianfei He: BlocHIE: A BLOCkchain-Based Platform for Healthcare Information Exchange. SMARTCOMP 2018: 49-56 [Paper][Slides]
  • Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu: Interaction Content Aware Network Embedding via Co-embedding of Nodes and Edges. PAKDD (2) 2018: 183-195
  • Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu: On Exploring Semantic Meanings of Links for Embedding Social Networks. WWW 2018: 479-488
  • Wengen Li, Jiannong Cao, Jihong Guan, Man Lung Yiu, Shuigeng Zhou: Efficient Retrieval of Bounded-Cost Informative Routes. ICDE 2018: 1811-1812
  • Xiulong Liu, Jiannong Cao, Keqiu Li, Jia Liu, Xin Xie: Range Queries for Sensor-augmented RFID Systems. INFOCOM 2018: 1124-1132
  • Gang Yao, Jiannong Cao, Xuefeng Liu, Joanna Izabela Siebert: Fast Handoff based on Enhancement of Network-assisted Radio Signature in 802.11 Dense WMNs. ICDCN 2018: 23:1-23:8

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 (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 (2017)
  • Wengen Li, Jiannong Cao, Jihong Guan, Man Lung Yiu, Shuigeng Zhou: Efficient Retrieval of Bounded-Cost Informative Routes. IEEE Trans. Knowl. Data Eng. 29(10): 2182-2196 (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 (2017)
  • Jiaxing Shen, Jiannong Cao, Xuefeng Liu, Chisheng Zhang: DMAD: Data-Driven Measuring of Wi-Fi Access Point Deployment in Urban Spaces. ACM TIST 9(1): 11:1-11:29 (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 (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 (2017) [Paper]
  • Yuqi Wang, Jiannong Cao, Wengen Li, Tao Gu, Wenzhong Shi: Exploring traffic congestion correlation from multiple data sources. Pervasive and Mobile Computing 41: 470-483 (2017)
  • Lei Yang, Jiannong Cao: Application Repartitioning in the Cloud. IEEE Computer 50(2): 11 (2017)
  • Xuefeng Liu, Jiannong Cao, "Smart Sensor Networks for Building Safety" In: Hui-Huang Hsu, Chuan-Yu Chang and Ching-Hsien Hsu (Eds.) Big Data Analytics for Sensor-Network Collected Intelligence, pp. 241-255. Elsevier, ISBN: 978-0-128-09393-1 (2017)
  • Jiannong Cao, Shailey Chawla, Yuqi Wang, Hanqing Wu: Programming Platforms for Big Data Analysis. Handbook of Big Data Technologies 2017: 65-99
  • Gang Yao, Jiannong Cao, Joanna Izabela Siebert, Xuefeng Liu: OppoScan: Enabling Fast Handoff in Dense 802.11 WMNs via Opportunistic Probing with Virtual Radio. MASS 2017: 198-205
  • Hongwei Wang, Jia Wang, Miao Zhao, Jiannong Cao, Minyi Guo: Joint Topic-Semantic-aware Social Recommendation for Online Voting. CIKM 2017: 347-356
  • Yuqi Wang, Jiannong Cao, Lifang He, Wengen Li, Lichao Sun, Philip S. Yu: Coupled Sparse Matrix Factorization for Response Time Prediction in Logistics Services. CIKM 2017: 939-947
  • Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu: Multi-task Network Embedding. DSAA 2017: 571-580
  • Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu: Multiple Social Role Embedding. DSAA 2017: 581-589
  • Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu: Disentangled Link Prediction for Signed Social Networks via Disentangled Representation Learning. DSAA 2017: 676-685
  • Jia Wang, Jiannong Cao, Shan Jiang: Fault-Tolerant Pattern Formation by Multiple Robots: A Learning Approach. SRDS 2017: 268-269
  • Shan Jiang, Jiannong Cao, Jia Wang, Milos Stojmenovic, Julien Bourgeois: Uniform Circle Formation by Asynchronous Robots: A Fully-Distributed Approach. ICCCN 2017: 1-9 [Paper]
  • Fuliang Li, Jiannong Cao, Xingwei Wang, Yinchu Sun, Yuvraj Sahni: Enabling Software Defined Networking with QoS Guarantee for Cloud Applications. CLOUD 2017: 130-137
  • Jia Wang, Xuefeng Liu, Jiannong Cao: Wi-friend: Identifying potential real life friends nearby. WoWMoM 2017: 1-9
  • Fuliang Li, Jiannong Cao, Xingwei Wang, Yinchu Sun, Tian Pan, Xuefeng Liu: Adopting SDN Switch Buffer: Benefits Analysis and Mechanism Design. ICDCS 2017: 2171-2176
  • Xuefeng Liu, Jiaqi Wen, Shaojie Tang, Jiannong Cao, Jiaxing Shen: City-Hunter: Hunting Smartphones in Urban Areas. ICDCS 2017: 162-171
  • Hongwei Wang, Song Guo, Jiannong Cao, Minyi Guo: MELODY: A Long-Term Dynamic Quality-Aware Incentive Mechanism for Crowdsourcing. ICDCS 2017: 933-943
  • Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu: Embedding Identity and Interest for Social Networks. WWW (Companion Volume) 2017: 859-860
  • Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu: On Learning Mixed Community-specific Similarity Metrics for Cold-start Link Prediction. WWW (Companion Volume) 2017: 861-862
  • Guanqing Liang, Jiannong Cao, Xuefeng Liu: Smart cushion: A practical system for fine-grained sitting posture recognition. PerCom Workshops 2017: 419-424
  • Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu: Embedding of Embedding (EOE): Joint Embedding for Coupled Heterogeneous Networks. WSDM 2017: 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