| 2025 | WWW | Luoling: An Immersive Cross-Modal Interactive Poem Creation Factory through Multi-Agent Collaboration. | Tao Tan, Quan Tu, Songhao Wu, Hongda Sun, Chuanqi Cheng, Weikai Xu, Rui Yan |
| 2024 | ACL | 360°REA: Towards A Reusable Experience Accumulation with 360° Assessment for Multi-Agent System. | Shen Gao, Hao Li, Zhengliang Shi, Chengrui Huang, Quan Tu, Shuo Shang, Zhiliang Tian, Minlie Huang |
| 2024 | ACL | CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment. | Jixiang Hong, Quan Tu, Changyu Chen, Gao Xing, Ji Zhang, Rui Yan |
| 2024 | ACL | CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation. | Quan Tu, Shilong Fan, Zihang Tian, Tianhao Shen, Shuo Shang, Xin Gao, Rui Yan |
| 2024 | ACL | InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews. | Xintao Wang, Yunze Xiao, Jen-tse Huang, Siyu Yuan, Rui Xu, Haoran Guo, Quan Tu, Yaying Fei, Ziang Leng, Wei Wang, Jiangjie Chen, Cheng Li, Yanghua Xiao |
| 2024 | CIKM | Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking. | Songhao Wu, Quan Tu, Mingjie Zhong, Hong Liu, Jia Xu, Jinjie Gu, Rui Yan |
| 2024 | COLING | Multi-Grained Conversational Graph Network for Retrieval-based Dialogue Systems. | Quan Tu, Chongyang Tao, Rui Yan |
| 2024 | EMNLP | "In-Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning. | Chuanqi Cheng, Quan Tu, Wei Wu, Shuo Shang, Cunli Mao, Zhengtao Yu, Rui Yan |
| 2024 | EMNLP | An Analysis and Mitigation of the Reversal Curse. | Ang Lv, Kaiyi Zhang, Shufang Xie, Quan Tu, Yuhan Chen, Ji-Rong Wen, Rui Yan |
| 2024 | WWW | Generative News Recommendation. | Shen Gao, Jiabao Fang, Quan Tu, Zhitao Yao, Zhumin Chen, Pengjie Ren, Zhaochun Ren |
| 2024 | WWW | Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search. | Songhao Wu, Quan Tu, Hong Liu, Jia Xu, Zhongyi Liu, Guannan Zhang, Ran Wang, Xiuying Chen, Rui Yan |
| 2023 | AAAI | ConvNTM: Conversational Neural Topic Model. | Hongda Sun, Quan Tu, Jinpeng Li, Rui Yan |
| 2023 | ACL | SSP: Self-Supervised Post-training for Conversational Search. | Quan Tu, Shen Gao, Xiaolong Wu, Zhao Cao, Ji-Rong Wen, Rui Yan |
| 2022 | ACL | MISC: A Mixed Strategy-Aware Model integrating COMET for Emotional Support Conversation. | Quan Tu, Yanran Li, Jianwei Cui, Bin Wang, Ji-Rong Wen, Rui Yan |
| 2022 | SIGIR | Conversational Recommendation via Hierarchical Information Modeling. | Quan Tu, Shen Gao, Yanran Li, Jianwei Cui, Bin Wang, Rui Yan |