| 2026 | ACL | NL \Rightarrow Schedule: Evaluate Multitask Scheduling Capability of Large Language Models. | Wenrui Liao, Weihong Du, Yi Li, Hongru Liang, Wenqiang Lei |
| 2026 | ACL | Empathy in Diversity: Personalized Depression and Anxiety Therapy via Dialogue State Tracking and Patient-Aware Planning. | Xinwei Yang, Junyi Fan, Yuqing Liu, Jiaxuan Wang, Jiashuai Zhang, Hongru Liang, Wenqiang Lei, Yao Song |
| 2025 | ACL | BAR: A Backward Reasoning based Agent for Complex Minecraft Tasks. | Weihong Du, Wenrui Liao, Binyu Yan, Hongru Liang, Anthony G. Cohn, Wenqiang Lei |
| 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 | ACL | SCOP: Evaluating the Comprehension Process of Large Language Models from a Cognitive View. | Yongjie Xiao, Hongru Liang, Peixin Qin, Yao Zhang, Wenqiang Lei |
| 2024 | ACL | PAGED: A Benchmark for Procedural Graphs Extraction from Documents. | Weihong Du, Wenrui Liao, Hongru Liang, Wenqiang Lei |
| 2024 | ACL | CARE: A Clue-guided Assistant for CSRs to Read User Manuals. | Weihong Du, Jia Liu, Zujie Wen, Dingnan Jin, Hongru Liang, Wenqiang Lei |
| 2024 | ACL | CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models. | Tong Zhang, Peixin Qin, Yang Deng, Chen Huang, Wenqiang Lei, Junhong Liu, Dingnan Jin, Hongru Liang, Tat-Seng Chua |
| 2024 | EMNLP | Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation. | Tong Zhang, Chen Huang, Yang Deng, Hongru Liang, Jia Liu, Zujie Wen, Wenqiang Lei, Tat-Seng Chua |
| 2023 | ACL | Knowing-how & Knowing-that: A New Task for Machine Comprehension of User Manuals. | Hongru Liang, Jia Liu, Weihong Du, Dingnan Jin, Wenqiang Lei, Zujie Wen, Jiancheng Lv |
| 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 | EMNLP | Towards Effective Automatic Debt Collection with Persona Awareness. | Tong Zhang, Junhong Liu, Chen Huang, Jia Liu, Hongru Liang, Zujie Wen, Wenqiang Lei |
| 2022 | ACL | Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs. | Yao Zhang, Peiyao Li, Hongru Liang, Adam Jatowt, 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 | 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 | 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 |
| 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 | 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 | AttAE-RL²: Attention based Autoencoder for Rap Lyrics Representation Learning. | Hongru Liang, Qian Li, Haozheng Wang, Hang Li, Jin-Mao Wei, Zhenglu Yang |