Research Publications in Past 10 Years

Ordered By Topic      Ordered by Year      Full Publication List

 

Books and Book Chapters

2017

o   Social Media Content Analysis: Natural Language Processing and Beyond, Series on Language Processing, Pattern Recognition, and Intelligent Systems, November, 2017.


Journal Publications

2024

o   Dialogue Acts Enhanced Extract-Abstract Framework for Meeting Summarization, Information Processing and Management, 61(3), No. 103635, May, 2024.

o   Target-constrained Bidirectional Planning for Goal-driven Dialogue Generation, accepted by ACM Transactions on Information Systems (TOIS), March 7, 2024.

o   Alignment Efficient Image-Sentence Retrieval Considering Transferable Cross-Modal Representation Learning, Frontiers of Computer Science, 18(1), No. 181335, 2024.

2023

o   Contextualized Knowledge Graph Embedding for Explainable Talent Training Course Recommendation, ACM Transactions on Information Systems (TOIS), 42(2), No. 33, September, 2023.

o   A Target-driven Planning Approach for Goal-oriented Dialogue Systems, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), January, 2023.

2022

o   Geo-Tile2Vec: A Multi-Modal and Multi-Stage Embedding Framework for Urban Analytics, ACM Transactions on Spatial Algorithms and Systems, November 2022.

o   Mutually Reinforced Network Embedding: An Integrated Approach to Research Paper Recommendation, Expert Systems with Applications, 204, No. 117616, October 2022.

o   Social Attentive Deep Q-networks for Recommender Systems, IEEE Transactions on Knowledge and Data Engineering (TKDE), 34(5): 2443-2457, May 2022.

o   Joint Learning of User Representation with Diffusion Sequence and Network Structure, IEEE Transactions on Knowledge and Data Engineering (TKDE), 34(3):1275-1287, March 2022.

o   Dynamic Graph Reasoning for Conversational Open-domain Question Answering, ACM Transactions on Information Systems (TOIS), 40(4), No. 821, January 2022.

o   Hierarchical Prediction and Adversarial Learning for Conditional Response Generation, IEEE Transactions on Knowledge and Data Engineering (TKDE), 34(1):314-327, January 2022.

2021

o   Empathetic Response Generation through Graph-based Multi-hop Reasoning on Emotional Causality, Knowledge-based Systems (KBS), 233(5), 107547, December 2021.

o   Hierarchical Attention Link Prediction Neural Network, Knowledge-based Systems (KBS), 232(28), 107431, November 2021.

o   Neighborhood Attention Networks with Adversarial Learning for Link Prediction, Accepted by IEEE Transactions on Neural Network and Learning Systems (TNNLS), 32(8):3653-3663, August 2021.

o   Learning Graph Representation with Generative Adversarial Nets, IEEE Transactions on Knowledge and Data Engineering (TKDE), 33(8):3090-3103, August 2021. 

o   Affective Awareness in Neural Sentiment Analysis, Knowledge-based Systems (KBS), 226(17), No. 107137, August 2021.

o   Lexical Data Augmentation for Sentiment Analysis, Journal of the Association for Information Science and Technology (JASIST), 72(11):1432-1447, June, 2021.

2020

o   Tracking Dynamics of Opinion Behaviors with Content-based Sequential Opinion Influence Model, IEEE Transactions on Affective Computing (TAC), 11(4):627-639, October, 2020.

o   Visual-Textual Emotion Analysis with Deep Coupled Video and Danmu Neural Networks, IEEE Transactions on Multimedia (TMM), 22(6):1634-1646, June 2020.

o   Joint Model of Entity Recognition and Relation Extraction with Self-attention Mechanism, ACM Transactions on Asian Language Information Processing (TALIP), 19(4), No. 59, May 2020.

2019

o   Interactive Recommendation with User-specific Deep Reinforcement Learning, ACM Transactions on Knowledge Discovery from Data (TKDD), 13(6), No. 31, October 2019.

o   Information Diffusion Prediction with Network Regularized Role-based User Representation Learning, ACM Transactions on Knowledge Discovery from Data (TKDD), 13(3), No. 29, June, 2019.

o   Exploring High-Order User Preference on the Knowledge Graph for Recommender Systems, ACM Transactions on Information Systems (TOIS), 37(3), No. 32, March, 2019.

o   An Evolutionary Context-aware Sequential Model for Topic Evolution of Text Stream, Information Sciences, 473:166-177, January 2019.

2018

o   A Three-Layered Mutually Reinforced Model for Personalized Citation Recommendation, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 29(12):6026-6037, December, 2018.

o   A Confident Information First Principle for Parametric Reduction and Model Selection of Boltzmann Machines, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 29(5):1608-1621, May, 2018.

2017

o   A Quasi-Current Representation for Information Needs inspired by Two-State Vector Formalism, Physica A: Statistical Mechanics and its Applications, 482(15):627-637, September 2017.

o   Social Collaborative Filtering by Trust, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 38(8):1633-1647, August, 2017.

o   Exploring Interpersonal Influence through Tracking User Dynamic Interaction, IEEE Intelligent Systems, 32(3):28-35, May, 2017.

2016

o   Featuring, Detecting, and Visualizing Human Sentiment in Chinese Micro-blog, ACM Transactions on Knowledge Discovery from Data (TKDD), 10(4):1-23, June, 2016.

o   Information Ordering with an Event-Enriched Vector Space Model for Multi-Document News Summarization, Computational Intelligence (CI), 32(2):323-351, May, 2016.

o   Coherent Narrative Summarization with a Cognitive Model, Computer Speech and Language (CSL), 35(1):134-160, January 2016.

2015

o   Cross-Lingual Sentiment Lexicon Learning with Bilingual Word Graph Label Propagation, Computational Linguistics (CL), 41(1):21-40, March 2015.

o   Dynamic Business Network Analysis for Correlated Stock Price Movement Prediction, IEEE Intelligent Systems, 30(2):26-33, March, 2015.

2014

o   Feature-Frequency-Adaptive Online Training for Natural Language Processing with Massive Features, Computational Linguistics (CL), 40(3):563-586, September 2014.

o   Enhancing Diversity and Coverage of Document Summaries through Subspace Clustering and Clustering-based Optimization, Information Science, 279(20):764-779, September, 2014.

o   Extending the Extreme Physical Information to Universal Cognitive Models via a Confident Information First Principle, Entropy, 16(7):3670-3688, July, 2014.

o   Quadratic Tsallis Entropy Bias and Generalized Maximum Entropy Models, Computational Intelligence (CI), 30(2):233-262, May, 2014. 

o   Sequential Summarization: A Full View of Twitter Trending Topics, IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), 22(2):293-302, February, 2014.

2013

o   Combining Co-clustering with Noise Detection for Theme-based Summarization, ACM Transactions on Speech and Language Processing (TSLP), 10(4), Number 16, December, 2013.

o   Latent Structured Perceptrons for Large-Scale Learning with Hidden Information, IEEE Transactions on Knowledge and Data Engineering (TKDE), 25(9):2063-2075, September, 2013.

o   Mining Pure High-Order Word Association via Information Geometry for Information Retrieval, ACM Transactions on Information Systems (TOIS), 31(3), Number 12, July, 2013.

o   Ranking through Clustering: An Integrated Approach to Multi-Document Summarization, IEEE Transactions on Audio, Speech and Language Processing (TASLP), 21(7):1424-1433, July, 2013.

o   Exploring Hypergraph-based Semi-supervised Ranking for Query-oriented Summarization, Information Science (IS), 237(10):71-286, July, 2013.

o   Towards Content-level Coherence with Aspect-Guided Summarization, ACM Transactions on Speech and Language Processing (TSLP), 10(1), Number 2, March, 2013.

o   Automatic Twitter Topic Summarization with Speech Acts, IEEE Transactions on Audio, Speech and Language Processing (TASLP), 21(3):649-658, March, 2013.

o   A Progressive Sentence Selection Strategy for Document Summarization, Information Processing and Management (IPM), 49(1):213-221 January, 2013.


Conference Publication

2024

o    Contrastive Preference Learning for Neural Machine Translation, to appear in Findings of the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL'2024) Mexico City, Mexico, June 16-21, 2024.

o   Learning to Rank in Generative Retrieval, in Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI¡¯2024), Vancouver, Canada, February 20-27, 2024.

o   Cooper: Coordinating Specialized Agents towards A Complex Dialogue Goal, in Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI¡¯2024), Vancouver, Canada, February 20-27, 2024.

2023

o   Detoxifying Language Models by Reversing Toxification, to appear in Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP'2023), Singapore, December 10-16, 2023.

o   Target-oriented Proactive Dialogue with Personalization: Problem Formulation and Dataset Curation, to appear in Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP'2023), Singapore, December 10-16, 2023.

o   VIBE: Topic-Driven Temporal Adaptation for Twitter Classification, to appear in Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP'2023), Singapore, December 10-16, 2023.

o   RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning, to appear in Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP'2023), Singapore, December 10-16, 2023.

o   Selection Curriculum for Abstractive Text Summarization, to appear in Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP'2023), Singapore, December 10-16, 2023.

o   KBioXLM: A Knowledge-Anchored Biomedical Multilingual Pretrained Model, to appear in Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP'2023), Singapore, December 10-16, 2023.

o   Aligning Language Models with Human Preferences via a Bayesian Approach, to appear in Proceedings of the 37th Conference on Neural Information Processing Systems (NeurIPS'2023), December 10-16, 2023, Louisiana, USA.

o   Multiview Identifiers Enhanced Generative Retrieval, in Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL'2023), Toronto, Canada, July 9-14, 2023.

o   ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning, in Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL'2023), Toronto, Canada, July 9-14, 2023. 

o   Enhancing Event Causality Identification with Counterfactual Reasoning, in Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL'2023), Toronto, Canada, July 9-14, 2023.

o   Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Dialogue Generation, in Findings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL'2023), Toronto, Canada, July 9-14, 2023.

o   Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Data Extractive Summarization, in Findings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL'2023), Toronto, Canada, July 9-14, 2023.

o   Medical Dialogue Generation via Dual Flow Modeling, in Findings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL'2023), Toronto, Canada, July 9-14, 2023.

o   Improving Sentence Similarity Estimation for Unsupervised Extractive Summarization, in Proceedings of the 48th IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP'2023), Greek island of Rhodes, Greece June 4-10, 2023.

o   Preserve Context Information through Interpretability for Extract-Generate Long-Input Summarization Framework, in Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI'2023), Washington, DC, USA, February 7-14, 2023.

o   COLA: Improving Conversational Recommender Systems by Collaborative Augmentation, in Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI'2023), Washington, DC, USA, February 7-14, 2023.

2022

o   Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning, in Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP'2022), December 7-11, 2022, pp3014-3026.

o   Few-shot Query-Focused Summarization with Prefix-Merging, in Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP'2022), December 7-11, 2022, pp3704-3714.

o   CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation, in Findings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP'2022), December 7-11, 2022, pp729-741.

o   Addressing Token Uniformity in Transformers via Singular Value Transformation, in Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, Eindhoven, Netherlands (UAI'2022), August 1-5, 2022, PMLR 180:2181-2191.

o   Enhancing Text Generation via Multi-Level Knowledge Aware Reasoning, in Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI'2022), Vienna, Austria, July 23-29, 2022, pp4310-4316.

o   'My nose is running.' 'Are you also coughing?': Building A Medical Diagnosis Agent with Interpretable Inquiry Logics, in Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI'2022), Vienna, Austria, July 23-29, 2022, pp4266-4272.

o   MMCoQA: Conversational Question Answering over Text, Tables, and Images, in Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL'2022), Dublin, May 22-27, 2022, pp4220-4231. 

2021

o   Event Graph based Sentence Fusion, in Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP'2021), Punta Cana, Dominican Republic, November 7-11, 2021, pp4075-4084.

o   Effect Generation based on Causal Reasoning, in Findings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP'2021), Punta Cana, Dominican Republic, November 7-11, 2021, pp527-533.

o   Template-guided Clarifying Question Generation for Web Search Clarification, in Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM'2021), November 1-5, 2021, pp3468-347.

o   Target-guided Knowledge-aware Recommendation Dialogue System: An Empirical Investigation, in Proceedings of RECSYS 2021 Workshop on Knowledge-aware and Conversational Recommender System, Amsterdam, September 27 to October 1, 2021.

o   Graph-Structured Context Understanding for Knowledge-grounded Response Generation, in Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'2021), July 11-15, 2021, pp1930-1934.

2020

o   POLYU at TREC 2020 Conversational Assistant Track: Query Reformulation with Heuristic Topic Phrases Discovery, in Proceedings of TREC'2020.

o   Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT, in Proceedings of the 28th International Conference on Computational Linguistics (COLING'2020), December 8-11, 2020, Barcelona, Spain.

o   Reinforcement Learning based Recommendation with Graph Convolutional Q-network, in Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'2020), July 25-30, 2020, Xi'an, China.

2019

o   Neighborhood Interaction Attention Network for Link Prediction, in Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM'2019), Beijing, China, November 3-7, 2019, pp2153-2156.

o   Knowledge Graph Convolutional Networks for Recommender Systems with Label Smoothness Regularization, in Proceedings of the 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'2019), Alaska, USA, August 4-8, 2019, pp968-977.

o   Jointly Learning Semantic Parser and Generator via Dual Information Maximization, in Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL'2019), Florence, Italy, July 28-August 2, 2019, pp2090-2101.

o   Hierarchical Diffusion Attention Network, in Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI'2019), Macao, China, August 10-16, 2019, pp3828-3834.

o   Social Attentive Deep Q-network for Recommendation, in Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'2019), Paris, France, July 21-25, 2019, pp1189-1192.

o   Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation, in Proceedings of the Web Conference 2019 (WWW'2019), San Francisco, CA, USA, May 13-17, 2019, pp2000-2010.

o   Knowledge Graph Convolutional Networks for Recommender Systems, in Proceedings of the Web Conference 2019 (WWW'2019), San Francisco, CA, USA, May 13-17, 2019, pp3307-3313.

o   Meta-path Augmented Response Generation, in Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI'2019), Hawaii, USA, January 29-31, 2019, pp9971-9972.

2018

o   Nexus Network: Connecting the Preceding and the Following in Dialogue Generation, in Proceedings of 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP'2018), Brussels, Belgium, October 31 - November 4 2018, pp4316-4327.

o   Variational Autoregressive Decoder for Neural Response Generation, in Proceedings of 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP'2018), Brussels, Belgium, October 31 - November 4 2018, pp3154-3163.

o   A Sequential Neural Information Diffusion Model with Structure Attention, in Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM'2018), Turin, Italy, October 22-26, 2018, pp1795-1798.

o   Variational Recurrent Model for Session-based Recommendation, in Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM'2018), Turin, Italy, October 22-26, 2018, pp1839-1842.

o   Ripple Network: Propagating User Preferences on the Knowledge Graph for Recommender Systems, in Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM'2018), Turin, Italy, October 22-26, 2018, pp417-426.

o   Retrieve, Rerank and Rewrite: Soft Template Neural Summarization, in Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL'2018), Melbourne, Australia, July 15-20, 2018.

o   Unpaired Sentiment-to-Sentiment Translation Using Cycled Reinforcement Learning, in Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL'2018), Melbourne, Australia, July 15-20, 2018.

o   Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation, in Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT'2018), Louisiana, USA, June 1-6, 2018.

o   Attention Network for Information Diffusion Prediction, in Proceedings of the 27th International Conference on World Wide Web, The Web Conference (WWW'2018), Lyon, France, April 23-27, 2018, pp65-66.

o   Modeling Scientific Influence for Research Trending Topic Prediction, in Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI'2018), New Orleans, USA, February 2-7, 2018.

o   Faithful to the Original: Fact Aware Neural Abstractive Summarization, in Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI'2018), New Orleans, USA, February 2-7, 2018.

o   Deep Representation Decoupling Neural Networks for Monaural Music Mixture Separation, in Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI'2018), New Orleans, USA, February 2-7, 2018.

o   Dialogue Generation with GAN, in Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI'2018), New Orleans, USA, February 2-7, 2018.

2017

o   DailyDialog: A Manually Labeled Multi-turn Dialogue Dataset, in Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP'2017), Taiwan, November-December 1, 2017, pp986-995.

o   Modeling Language Discrepancy for Cross-Lingual Sentiment Analysis, in Proceedings of the 26th International Conference on Information and Knowledge Management (CIKM'2017), Singapore, November 6-10, 2017, pp117-126.

o   Alternating Pointwise-Pairwise Learning for Personalized Item Ranking, in Proceedings of the 26th International Conference on Information and Knowledge Management (CIKM'2017), Singapore, November 6-10, 2017, pp2155-2158.

o   Modeling Opinion Influence with User Dual Identity, in Proceedings of the 26th International Conference on Information and Knowledge Management (CIKM'2017), Singapore, November 6-10, 2017, pp2019-2022.

o   Predictive Network Representation Learning for Link Prediction, in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'2017), Tokyo, Japan. August 7-11, 2017, pp969-972.

o   Neural Network based Reinforcement Learning for Real-time Pushing on Text Stream, in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'2017), Tokyo, Japan. August 7-11, 2017, pp913-916. 

o   A Conditional Variational Framework for Dialog Generation, in Proceedings of the 55th annual meeting of the Association for Computational Linguistics (ACL'2017), Vancouver, Canada, July 30 - August 4, 2017, pp504-509.

o   Improving Semantic Relevance for Chinese Social Media Text Summarization, in Proceedings of the 55th annual meeting of the Association for Computational Linguistics (ACL'2017), Vancouver, Canada, July 30 - August 4, 2017, pp635-640.

o   Determining Gains Acquired from Word Embedding Quantitatively using Discrete Distribution Clustering, in Proceedings of the 55th annual meeting of the Association for Computational Linguistics (ACL'2017), Vancouver, Canada, July 30 - August 4, 2017, pp1847-1856.

o   Mode Regularized Generative Adversarial Networks, in Proceedings of the 5th International Conference on Learning Representations (ICLR'2017), Toulon, France, April 24 - 26, 2017.

o   Cross-lingual Sentiment Relation Capturing for Cross-lingual Sentiment Analysis, in Proceedings of the 39th European Conference on Information Retrieval (ECIR'2017), Scotland UK, April 8-13, 2017, pp54-67.

o   A Part-of-Speech Enhanced Neural Conversation Model, in Proceedings of the 39th European Conference on Information Retrieval (ECIR'2017), Scotland UK, April 8-13, 2017, pp173-185.

o   Improving Multi-Document Summarization via Text Classification, in Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI'2017), San Francisco, California, February 4-9, 2017, pp3053-3059.

o   Joint Copying and Restricted Generation for Paraphrase, in Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI'2017), San Francisco, California, February 4-9, 2017, pp3152-3158.

2016

o   AttSum: Joint Learning of Focusing and Summarization with Neural Attention, in Proceedings of the 26th International Conference on Computational Linguistics (COLING'2016), Osaka, Japan, December 11-16, 2016, pp547-556.

o   Content-based Influence Modeling for Opinion Behavior Prediction, in Proceedings of the 26th International Conference on Computational Linguistics (COLING'2016), Osaka, Japan, December 11-16, 2016, pp2207-2216.

o   Emotion Corpus Construction Based on Selection from Hashtags, in Proceedings of the 10th Language Resources and Evaluation Conference (LREC'16), Portorož, Slovenia, May 23-28, 2016, pp1845-1849.

o   PolyU at CL-SciSumm, in Proceedings of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL'16), Newark, USA, June 23, 2016, pp132-138.

o   TGSUM: Build Tweet Guided Multi-Document Summarization Dataset, in Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI'2016), Arizona USA, February 12-17, 2016, pp 2906-2912.

o   Iterative Project Quasi-Newton Algorithm for Training RBM, in Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI'2016), Arizona USA, February 12-17, 2016, pp4236-4237.

2015

o   User Preference Modeling by Trust Propagation for Rating Prediction, in Proceedings of the 8th IEEE International Conference on Social Computing and Networking (SocialCom'15), Chengdu, China, December 19-21, 2015, pp500-506.

o   Component-Enhanced Chinese Character Embeddings, in Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP'2015), Lisboa, Portugal, September 17-21, 2015, pp829-834.

o   Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification, in Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP'2015), Lisboa, Portugal, September 17-21, 2015, pp2551-2556.

o   Modeling Quantum Entanglements in Quantum Language Models, in Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI'15), Buenos Aires, Argentina, July 25 - August 1, 2015, pp1362-1368.

o   A Constrained Multi-view Clustering Approach to Influence Role Detection, in Proceedings of the IJCAI 2015 Workshop on Social Influence Analysis, Buenos Aires, Argentina, July 27, 2015, pp29-34.

o   Learning to Adapt Credible Knowledge in Cross-lingual Sentiment Analysis, in Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics (ACL'15), Beijing, China, July 26-31, 2015, pp419-429.

o   A Hierarchical Knowledge Representation for Expert Finding on Social Media, in Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics (ACL'2015), Beijing, China, July 26-31, 2015, pp616-622.

o   Learning Summary Prior in Extractive Summarization, in Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics (ACL'2015), Beijing, China, July 26-31, 2015, pp829-833.

o   A Novel Neural Topic Model and its Supervised Extension, in Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI'15), Austin Texas, USA, January 25-30, 2015, pp2210-2216.

2014

o   Inferring Topic-Dependent Influence Roles of Twitter Users, in Proceedings of the 37th Annual International ACM SIGIR Conference (SIGIR'14), Cold Coast, Australia, July 6-11, 2014, pp1203-1206.

o   Text-level Discourse Dependency Parsing, in Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL'14), Baltimore, USA, June 22-27, 2014, pp60-68.

2013

o   A Unified Graph Model for Personalized Query-Oriented Reference Paper Recommendation, in Proceedings of the 22nd ACM International Conference on Information and Knowledge Management (CIKM'13), San Francisco, USA, October 27-November 1, 2013, pp1509-1512.

o   Generalized Abbreviation Prediction with Negative Full Forms and Its Application on Improving Chinese Web Search, in Proceedings of the 6th International Joint Conference on Natural Language Processing (IJCNLP'2013), Nagoya, Japan, October 14-18, 2013, pp641-647.

o   Sequential Summarization: A New Application for Timely Updated Twitter Trending Topics, in Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL'13), Sofia, Bulgaria, August 4-9, 2013, pp567-571.

o   A Novel Topic Model for Automatic Term Extraction, in Proceedings of the 36th Annual International ACM SIGIR Conference (SIGIR'13), Dublin, Ireland, July 28-August 1, 2013, pp885-888.

o   Co-training Based Bilingual Sentiment Lexicon Learning, in Proceedings of the 27th AAAI Conference on Artificial Intelligence (AAAI'13), Washington, USA, July 14-18, 2013, pp26-28.