| 2026 | AAAI | Talon: Breaking the Synchronization Barrier in Speculative Decoding with Hybrid Model-based and Retrieve-based Drafting. | Xiangxiang Gao, Weisheng Xie, Lixin, Xuwei Fang, Chen Hang, Changqun Li, Yuhan Lin, Xiaolong Xu |
| 2025 | AAAI | GuideNER: Annotation Guidelines Are Better than Examples for In-Context Named Entity Recognition. | Shizhou Huang, Bo Xu, Yang Yu, Changqun Li, Xin Alex Lin |
| 2025 | DASFAA | Retrieval-Based Multimodal Data Augmentation for Multimodal Information Extraction in Social Media. | Shizhou Huang, Bo Xu, Yang Yu, Changqun Li, Xin Lin |
| 2025 | ICASSP | An Interactive Evaluation Framework for Empathetic Response Generation. | Xixi Lei, Changqun Li, Liang He, Xin Lin |
| 2025 | NAACL | MRE-MI: A Multi-image Dataset for Multimodal Relation Extraction in Social Media Posts. | Shizhou Huang, Bo Xu, Changqun Li, Yang Yu, Xin Alex Lin |
| 2024 | COLING | MNER-MI: A Multi-image Dataset for Multimodal Named Entity Recognition in Social Media. | Shizhou Huang, Bo Xu, Changqun Li, Jiabo Ye, Xin Lin |
| 2024 | EMNLP | MGCL: Multi-Granularity Clue Learning for Emotion-Cause Pair Extraction via Cross-Grained Knowledge Distillation. | Yang Yu, Xin Lin, Changqun Li, Shizhou Huang, Liang He |
| 2024 | NAACL | Hypernetwork-Assisted Parameter-Efficient Fine-Tuning with Meta-Knowledge Distillation for Domain Knowledge Disentanglement. | Changqun Li, Linlin Wang, Xin Lin, Shizhou Huang, Liang He |
| 2022 | EMNLP | Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization. | Changqun Li, Linlin Wang, Xin Lin, Gerard de Melo, Liang He |
| 2022 | IJCNN | Abstractive Dialogue Summarization Based on Dynamic Pattern Exploiting Training. | Zhanyi Chen, Changqun Li, Linlin Wang, Liang He |