| 2026 | ACL | MSIA: Adaptive Medical Multimodal Multi-turn Semantic Jailbreak. | Zhiheng Han, Yao Zhang, Jun Wang, Zhenglu Yang |
| 2026 | ACL | M-TRACE: Detecting and Mitigating Time-Anchor Drift via Step-wise Conflict Checking in Temporal Reasoning. | Danyu Huang, Jiayuan Jiang, Yao Zhang, Jun Wang, Huijia Li, Zhenglu Yang |
| 2026 | ACL | Regret-Now: A Physics-Inspired Regret Framework for Temporal Knowledge Graph Question Answering with LLMs. | Danyu Huang, Yao Zhang, Jun Wang, Zhenglu Yang |
| 2025 | ACL | Generating Questions, Answers, and Distractors for Videos: Exploring Semantic Uncertainty of Object Motions. | Wenjian Ding, Yao Zhang, Jun Wang, Adam Jatowt, Zhenglu Yang |
| 2025 | ACL | Listening to Patients: Detecting and Mitigating Patient Misreport in Medical Dialogue System. | Lang Qin, Yao Zhang, Hongru Liang, Adam Jatowt, Zhenglu Yang |
| 2025 | DASFAA | Enhancing Cross-Lingual Dialogue Summarization Through Interpretable Chain-of-Thought. | Zhongtian Bao, Yao Zhang, Jun Wang, Adam Jatowt, Zhenglu Yang |
| 2024 | COLING | Can We Learn Question, Answer, and Distractors All from an Image? A New Task for Multiple-choice Visual Question Answering. | Wenjian Ding, Yao Zhang, Jun Wang, Adam Jatowt, Zhenglu Yang |
| 2024 | EMNLP | Exploring Union and Intersection of Visual Regions for Generating Questions, Answers, and Distractors. | Wenjian Ding, Yao Zhang, Jun Wang, Adam Jatowt, Zhenglu Yang |
| 2023 | AAAI | HaPPy: Harnessing the Wisdom from Multi-Perspective Graphs for Protein-Ligand Binding Affinity Prediction (Student Abstract). | Xianfeng Zhang, Yanhui Gu, Guandong Xu, Yafei Li, Jinlan Wang, Zhenglu Yang |
| 2023 | ACL | ACROSS: An Alignment-based Framework for Low-Resource Many-to-One Cross-Lingual Summarization. | Peiyao Li, Zhengkun Zhang, Jun Wang, Liang Li, Adam Jatowt, Zhenglu Yang |
| 2023 | ACL | HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks. | Zhengkun Zhang, Wenya Guo, Xiaojun Meng, Yasheng Wang, Yadao Wang, Xin Jiang, Qun Liu, Zhenglu Yang |
| 2023 | EMNLP | Well Begun is Half Done: Generator-agnostic Knowledge Pre-Selection for Knowledge-Grounded Dialogue. | Lang Qin, Yao Zhang, Hongru Liang, Jun Wang, Zhenglu Yang |
| 2023 | KSEM | Multi-path Based Self-adaptive Cross-lingual Summarization. | Zhongtian Bao, Jun Wang, Zhenglu Yang |
| 2022 | AAAI | UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation. | Zhengkun Zhang, Xiaojun Meng, Yasheng Wang, Xin Jiang, Qun Liu, Zhenglu Yang |
| 2022 | ACL | Multi-Party Empathetic Dialogue Generation: A New Task for Dialog Systems. | Lingyu Zhu, Zhengkun Zhang, Jun Wang, Hongbin Wang, Haiying Wu, Zhenglu Yang |
| 2022 | ACL | Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs. | Yao Zhang, Peiyao Li, Hongru Liang, Adam Jatowt, Zhenglu Yang |
| 2022 | ACL | Modeling Temporal-Modal Entity Graph for Procedural Multimodal Machine Comprehension. | Huibin Zhang, Zhengkun Zhang, Yao Zhang, Jun Wang, Yufan Li, Ning Jiang, Xin Wei, Zhenglu Yang |
| 2022 | ICASSP | Improving Self-Supervised Learning for Speech Recognition with Intermediate Layer Supervision. | Chengyi Wang, Yu Wu, Sanyuan Chen, Shujie Liu, Jinyu Li, Yao Qian, Zhenglu Yang |
| 2022 | SIGIR | Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy. | Wenqiang Lei, Yao Zhang, Feifan Song, Hongru Liang, Jiaxin Mao, Jiancheng Lv, Zhenglu Yang, Tat-Seng Chua |
| 2021 | AAAI | News Content Completion with Location-Aware Image Selection. | Zhengkun Zhang, Jun Wang, Adam Jatowt, Zhe Sun, Shao-Ping Lu, Zhenglu Yang |
| 2021 | AAAI | LAMS: A Location-aware Approach for Multimodal Summarization (Student Abstract). | Zhengkun Zhang, Jun Wang, Zhe Sun, Zhenglu Yang |
| 2021 | AAAI | Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction. | Yao Zhang, Xu Zhang, Jun Wang, Hongru Liang, Wenqiang Lei, Zhe Sun, Adam Jatowt, Zhenglu Yang |
| 2021 | ACL | RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy. | Xiyan Fu, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Changlong Sun, Zhenglu Yang |
| 2021 | EMNLP | GMH: A General Multi-hop Reasoning Model for KG Completion. | Yao Zhang, Hongru Liang, Adam Jatowt, Wenqiang Lei, Xin Wei, Ning Jiang, Zhenglu Yang |
| 2021 | ICCV | Deep Symmetric Network for Underexposed Image Enhancement with Recurrent Attentional Learning. | Lin Zhao, Shao-Ping Lu, Tao Chen, Zhenglu Yang, Ariel Shamir |
| 2021 | NAACL | MM-AVS: A Full-Scale Dataset for Multi-modal Summarization. | Xiyan Fu, Jun Wang, Zhenglu Yang |
| 2021 | SIGMOD | Joint Open Knowledge Base Canonicalization and Linking. | Yinan Liu, Wei Shen, Yuanfei Wang, Jianyong Wang, Zhenglu Yang, Xiaojie Yuan |
| 2020 | AAAI | Document Summarization with VHTM: Variational Hierarchical Topic-Aware Mechanism. | Xiyan Fu, Jun Wang, Jinghan Zhang, Jinmao Wei, Zhenglu Yang |
| 2020 | AAAI | Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation. | Chengyi Wang, Yu Wu, Shujie Liu, Zhenglu Yang, Ming Zhou |
| 2020 | AAAI | Multi-Point Semantic Representation for Intent Classification. | Jinghan Zhang, Yuxiao Ye, Yue Zhang, Likun Qiu, Bin Fu, Yang Li, Zhenglu Yang, Jian Sun |
| 2020 | ACL | Curriculum Pre-training for End-to-End Speech Translation. | Chengyi Wang, Yu Wu, Shujie Liu, Ming Zhou, Zhenglu Yang |
| 2020 | APWEB | Graph Attentive Network for Region Recommendation with POI- and ROI-Level Attention. | Hengpeng Xu, Jinmao Wei, Zhenglu Yang, Jun Wang |
| 2019 | APWEB | A Meta-Path-Based Recurrent Model for Next POI Prediction with Spatial and Temporal Contexts. | Hengpeng Xu, Peizhi Wu, Jinmao Wei, Zhenglu Yang, Jun Wang |
| 2019 | DASFAA | Spatiotemporal-Aware Region Recommendation with Deep Metric Learning. | Hengpeng Xu, Yao Zhang, Jinmao Wei, Zhenglu Yang, Jun Wang |
| 2019 | EMNLP | Attention Optimization for Abstractive Document Summarization. | Min Gui, Junfeng Tian, Rui Wang, Zhenglu Yang |
| 2019 | IUI | Second workshop on user interfaces for spatial and temporal data analysis (UISTDA2019). | Shoko Wakamiya, Adam Jatowt, Yukiko Kawai, Toyokazu Akiyama, Ricardo Campos, Zhenglu Yang |
| 2018 | COLING | JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features. | Hongru Liang, Haozheng Wang, Jun Wang, Shaodi You, Zhe Sun, Jin-Mao Wei, Zhenglu Yang |
| 2018 | COLING | A Multi-Attention based Neural Network with External Knowledge for Story Ending Predicting Task. | Qian Li, Ziwei Li, Jin-Mao Wei, Yanhui Gu, Adam Jatowt, Zhenglu Yang |
| 2018 | IJCAI | Neural Framework for Joint Evolution Modeling of User Feedback and Social Links in Dynamic Social Networks. | Peizhi Wu, Yi Tu, Xiaojie Yuan, Adam Jatowt, Zhenglu Yang |
| 2018 | PAKDD | Probabilistic Topic and Role Model for Information Diffusion in Social Network. | Hengpeng Xu, Jinmao Wei, Zhenglu Yang, Jianhua Ruan, Jun Wang |
| 2018 | PRICAI | HAVAE: Learning Prosodic-Enhanced Representations of Rap Lyrics. | Hongru Liang, Qian Li, Haozheng Wang, Hang Li, Jun Wang, Zhe Sun, Jin-Mao Wei, Zhenglu Yang |
| 2018 | WWW | An Effective Joint Framework for Document Summarization. | Min Gui, Zhengkun Zhang, Zhenglu Yang, Yanhui Gu, Guandong Xu |
| 2018 | WWW | AttAE-RL²: Attention based Autoencoder for Rap Lyrics Representation Learning. | Hongru Liang, Qian Li, Haozheng Wang, Hang Li, Jin-Mao Wei, Zhenglu Yang |
| 2018 | WWW | A Story Coherence based Neural Network Model for Predicting Story Ending. | Qian Li, Ziwei Li, Jin-Mao Wei, Zhenglu Yang, Yanhui Gu, R. Uday Kiran |
| 2018 | WWW | Deep Modeling of the Evolution of User Preferences and Item Attributes in Dynamic Social Networks. | Peizhi Wu, Yi Tu, Zhenglu Yang, Adam Jatowt, Masato Odagaki |
| 2017 | ACL | Variation Autoencoder Based Network Representation Learning for Classification. | Hang Li, Haozheng Wang, Zhenglu Yang, Masato Odagaki |
| 2017 | CIKM | Unsupervised Feature Selection with Joint Clustering Analysis. | Shuai An, Jun Wang, Jinmao Wei, Zhenglu Yang |
| 2017 | IJCAI | Effective Representing of Information Network by Variational Autoencoder. | Hang Li, Haozheng Wang, Zhenglu Yang, Haochen Liu |
| 2017 | IJCAI | Automatic Generation of Grounded Visual Questions. | Shijie Zhang, Lizhen Qu, Shaodi You, Zhenglu Yang, Jiawan Zhang |
| 2017 | WWW | An Enhanced Convolutional Neural Network Model for Answer Selection. | Jiahui Guo, Bin Yue, Guandong Xu, Zhenglu Yang, Jin-Mao Wei |
| 2017 | WWW | Effective Strategies on Representing Information Networks. | Hang Li, Haozheng Wang, Zhenglu Yang, Jin-Mao Wei, Masato Odagaki |
| 2017 | WWW | An Effective Framework for Question Answering over Freebase via Reconstructing Natural Sequences. | Bin Yue, Min Gui, Jiahui Guo, Zhenglu Yang, Jin-Mao Wei, Shaodi You |
| 2016 | ACL | A Fast Approach for Semantic Similar Short Texts Retrieval. | Yanhui Gu, Zhenglu Yang, Junsheng Zhou, Weiguang Qu, Jin-Mao Wei, Xingtian Shi |
| 2016 | CIKM | Supervised Feature Selection by Preserving Class Correlation. | Jun Wang, Jinmao Wei, Zhenglu Yang |
| 2016 | DASFAA | Joint Probability Consistent Relation Analysis for Document Representation. | Yang Wei, Jin-Mao Wei, Zhenglu Yang, Yu Liu |
| 2015 | APWEB | Extended Strategies for Document Clustering with Word Co-occurrences. | Yang Wei, Jin-Mao Wei, Zhenglu Yang |
| 2015 | ICA3PP | Enriching Document Representation with the Deviations of Word Co-occurrence Frequencies. | Yang Wei, Jin-Mao Wei, Zhenglu Yang |
| 2014 | AAAI | Identifying Domain-Dependent Influential Microblog Users: A Post-Feature Based Approach. | Nian Liu, Lin Li, Guandong Xu, Zhenglu Yang |
| 2014 | WWW | Topic-STG: extending the session-based temporal graph approach for personalized tweet recommendation. | Jianjun Yu, Yi Shen, Zhenglu Yang |
| 2013 | PAKDD | Exploration on Similar Spatial Textual Objects Retrieval. | Yanhui Gu, Zhenglu Yang, Miyuki Nakano, Masaru Kitsuregawa |
| 2012 | AAAI | Recommending Related Microblogs: A Comparison Between Topic and WordNet based Approaches. | Xing Chen, Lin Li, Guandong Xu, Zhenglu Yang, Masaru Kitsuregawa |
| 2012 | IDEAL | Towards Efficient Similar Sentences Extraction. | Yanhui Gu, Zhenglu Yang, Miyuki Nakano, Masaru Kitsuregawa |
| 2011 | IJCAI | Efficient Searching Top-k Semantic Similar Words. | Zhenglu Yang, Masaru Kitsuregawa |
| 2011 | WWW | Harnessing the wisdom of crowds: video event detection based on synchronous comments. | Xingtian Shi, Zhenglu Yang, Masashi Toyoda, Masaru Kitsuregawa |
| 2011 | WISE | TOAST: A Topic-Oriented Tag-Based Recommender System. | Guandong Xu, Yanhui Gu, Yanchun Zhang, Zhenglu Yang, Masaru Kitsuregawa |
| 2010 | AAAI | Fast Algorithms for Top-k Approximate String Matching. | Zhenglu Yang, Jianjun Yu, Masaru Kitsuregawa |
| 2010 | APWEB | Multi-View Clustering with Web and Linguistic Features for Relation Extraction. | Yulan Yan, Haibo Li, Yutaka Matsuo, Zhenglu Yang, Mitsuru Ishizuka |
| 2010 | DASFAA | Fires on the Web: Towards Efficient Exploring Historical Web Graphs. | Zhenglu Yang, Jeffrey Xu Yu, Zheng Liu, Masaru Kitsuregawa |
| 2009 | ACL | Unsupervised Relation Extraction by Mining Wikipedia Texts Using Information from the Web. | Yulan Yan, Naoaki Okazaki, Yutaka Matsuo, Zhenglu Yang, Mitsuru Ishizuka |
| 2008 | AAAI | Query-URL Bipartite Based Approach to Personalized Query Recommendation. | Lin Li, Zhenglu Yang, Ling Liu, Masaru Kitsuregawa |
| 2008 | AAAI | Efficient Querying Relaxed Dominant Relationship between Product Items Based on Rank Aggregation. | Zhenglu Yang, Lin Li, Masaru Kitsuregawa |
| 2008 | PAKDD | Using Ontology-Based User Preferences to Aggregate Rank Lists in Web Search. | Lin Li, Zhenglu Yang, Masaru Kitsuregawa |
| 2007 | AAAI | Aggregating User-Centered Rankings to Improve Web Search. | Lin Li, Zhenglu Yang, Masaru Kitsuregawa |
| 2007 | AAAI | Towards Efficient Dominant Relationship Exploration of the Product Items on the Web. | Zhenglu Yang, Lin Li, Botao Wang, Masaru Kitsuregawa |
| 2007 | DASFAA | LAPIN: Effective Sequential Pattern Mining Algorithms by Last Position Induction for Dense Databases. | Zhenglu Yang, Yitong Wang, Masaru Kitsuregawa |
| 2007 | WWW | Towards efficient dominant relationship exploration of the product items on the web. | Zhenglu Yang, Lin Li, Botao Wang, Masaru Kitsuregawa |
| 2007 | SAC | General dominant relationship analysis based on partial order models. | Zhenglu Yang, Botao Wang, Masaru Kitsuregawa |
| 2006 | APWEB | An Effective System for Mining Web Log. | Zhenglu Yang, Yitong Wang, Masaru Kitsuregawa |
| 2006 | IDEAS | PAID: Mining Sequential Patterns by Passed Item Deduction in Large Databases. | Zhenglu Yang, Masaru Kitsuregawa, Yitong Wang |
| 2005 | ICDE | LAPIN-SPAM: An Improved Algorithm for Mining Sequential Pattern. | Zhenglu Yang, Masaru Kitsuregawa |