| 2026 | ACL | TInR: Exploring Tool-Internalized Reasoning in Large Language Models. | Qiancheng Xu, Yongqi Li, Fan Liu, Hongru Wang, Min Yang, Wenjie Li |
| 2026 | EACL | KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization. | Mingbo Song, Heming Xia, Jun Zhang, Chak Tou Leong, Qiancheng Xu, Wenjie Li, Sujian Li |
| 2025 | ACL | 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 |
| 2025 | ACL | PEToolLLM: Towards Personalized Tool Learning in Large Language Models. | Qiancheng Xu, Yongqi Li, Heming Xia, Fan Liu, Min Yang, Wenjie Li |
| 2024 | COCOA | Maximizing One-Way Trading Revenue in Photovoltaic Energy Generation. | Xinru Guo, Yu Huang, Xinxin Han, Yicheng Xu, Keliang Duan, Qiancheng Xu |
| 2024 | EMNLP | Enhancing Tool Retrieval with Iterative Feedback from Large Language Models. | Qiancheng Xu, Yongqi Li, Heming Xia, Wenjie Li |
| 2023 | AAAI | Class Incremental Learning for Task-Oriented Dialogue System with Contrastive Distillation on Internal Representations (Student Abstract). | Qiancheng Xu, Min Yang, Binzong Geng |
| 2023 | AAAI | Balanced Meta Learning and Diverse Sampling for Lifelong Task-Oriented Dialogue Systems. | Qiancheng Xu, Min Yang, Ruifeng Xu |
| 2021 | ACL | Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking. | Binzong Geng, Fajie Yuan, Qiancheng Xu, Ying Shen, Ruifeng Xu, Min Yang |