Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems. - Tianyuan Shi; Liangzhi Li 004; Zijian Lin; Tao Yang 033; Xiaojun Quan; Qifan Wang 001 (EMNLP, 2023)

PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection. - Tao Yang 033; Tianyuan Shi; Fanqi Wan; Xiaojun Quan; Qifan Wang 001; Bingzhe Wu; Jiaxiang Wu 001 (EMNLP (Findings), 2023)

A Unified Generation Approach for Robust Dialogue State Tracking. - Zijian Lin; Beizhang Guo; Tianyuan Shi; Yunhao Li; Xiaojun Quan; Liangzhi Li 004 (NLPCC (1), 2023)

A Novel Two-Stage Generation Framework for Promoting the Persona-Consistency and Diversity of Responses in Neural Dialog Systems. - Tianyuan Shi; Yongduan Song (IEEE Trans. Neural Networks Learn. Syst., 2023)

Searching for Best Practices in Retrieval-Augmented Generation. - Xiaohua Wang; Zhenghua Wang; Xuan Gao; Feiran Zhang; Yixin Wu; Zhibo Xu; Tianyuan Shi; Zhengyuan Wang; Shizheng Li; Qi Qian; Ruicheng Yin; Changze Lv; et al. (EMNLP, 2024)

Towards Biologically Plausible Computing: A Comprehensive Comparison. - Changze Lv; Yufei Gu; Zhengkang Guo; Zhibo Xu; Yixin Wu; Feiran Zhang; Tianyuan Shi; Zhenghua Wang; Ruicheng Yin; Yu Shang; Siqi Zhong; Xiaohua Wang; et al. (CoRR, 2024)

ProFuser: Progressive Fusion of Large Language Models. - Tianyuan Shi; Fanqi Wan; Canbin Huang; Xiaojun Quan; Chenliang Li; Ming Yan 008; Ji Zhang 011 (CoRR, 2024)

Mutual-Taught for Co-adapting Policy and Reward Models. - Tianyuan Shi; Canbin Huang; Fanqi Wan; Longguang Zhong; Ziyi Yang; Weizhou Shen; Xiaojun Quan; Ming Yan 008 (ACL (1), 2025)

Weighted-Reward Preference Optimization for Implicit Model Fusion. - Ziyi Yang; Fanqi Wan; Longguang Zhong; Tianyuan Shi; Xiaojun Quan (ICLR, 2025)

Layer-Specific Scaling of Positional Encodings for Superior Long-Context Modeling. - Zhenghua Wang; Yiran Ding; Changze Lv; Zhibo Xu; Tianlong Li; Tianyuan Shi; Xiaoqing Zheng; Xuanjing Huang 001 (CoRR, 2025)

Explainable Synthetic Image Detection through Diffusion Timestep Ensembling. - Yixin Wu; Feiran Zhang; Tianyuan Shi; Ruicheng Yin; Zhenghua Wang; Zhenliang Gan; Xiaohua Wang; Changze Lv; Xiaoqing Zheng; Xuanjing Huang 001 (CoRR, 2025)

FuseRL: Dense Preference Optimization for Heterogeneous Model Fusion. - Longguang Zhong; Fanqi Wan; Ziyi Yang; Guosheng Liang; Tianyuan Shi; Xiaojun Quan (CoRR, 2025)