Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking. - Binzong Geng; Fajie Yuan; Qiancheng Xu; Ying Shen 001; Ruifeng Xu 001; Min Yang 007 (ACL/IJCNLP (2), 2021)

Class Incremental Learning for Task-Oriented Dialogue System with Contrastive Distillation on Internal Representations (Student Abstract). - Qiancheng Xu; Min Yang 007; Binzong Geng (AAAI, 2023)

Balanced Meta Learning and Diverse Sampling for Lifelong Task-Oriented Dialogue Systems. - Qiancheng Xu; Min Yang 007; Ruifeng Xu 001 (AAAI, 2023)

Leveraging hierarchical semantic-emotional memory in emotional conversation generation. - Min Yang 007; Zhenwei Wang; Qiancheng Xu; Chengming Li; Ruifeng Xu 001 (CAAI Trans. Intell. Technol., 2023)

Maximizing One-Way Trading Revenue in Photovoltaic Energy Generation. - Xinru Guo; Yu Huang; Xinxin Han; Yicheng Xu; Keliang Duan; Qiancheng Xu (COCOA (2), 2024)

Enhancing Tool Retrieval with Iterative Feedback from Large Language Models. - Qiancheng Xu; Yongqi Li 001; Heming Xia; Wenjie Li 002 (EMNLP (Findings), 2024)

Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States. - Yang Xiao; Jiashuo Wang; Qiancheng Xu; Changhe Song; Chunpu Xu; Yi Cheng; Wenjie Li; Pengfei Liu (ACL (1), 2025)

PEToolLLM: Towards Personalized Tool Learning in Large Language Models. - Qiancheng Xu; Yongqi Li 001; Heming Xia; Fan Liu; Min Yang 005; Wenjie Li 002 (ACL (Findings), 2025)

KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization. - Mingbo Song; Heming Xia; Jun Zhang 069; Chak Tou Leong; Qiancheng Xu; Wenjie Li 002; Sujian Li (CoRR, 2025)

Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States. - Yang Xiao; Jiashuo Wang; Qiancheng Xu; Changhe Song; Chunpu Xu; Yi Cheng; Wenjie Li 002; Pengfei Liu 003 (CoRR, 2025)