| 2025 | ACL | Recurrent Knowledge Identification and Fusion for Language Model Continual Learning. | Yujie Feng, Xujia Wang, Zexin Lu, Shenghong Fu, Guangyuan Shi, Yongxin Xu, Yasha Wang, Philip S. Yu, Xu Chu, Xiao-Ming Wu |
| 2024 | ACL | TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation. | Yujie Feng, Xu Chu, Yongxin Xu, Guangyuan Shi, Bo Liu, Xiao-Ming Wu |
| 2024 | ACL | EasyGen: Easing Multimodal Generation with BiDiffuser and LLMs. | Xiangyu Zhao, Bo Liu, Qijiong Liu, Guangyuan Shi, Xiao-Ming Wu |
| 2024 | EMNLP | Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding. | Xiaoyu Dong, Yujie Feng, Zexin Lu, Guangyuan Shi, Xiao-Ming Wu |
| 2023 | ICLR | Recon: Reducing Conflicting Gradients From the Root For Multi-Task Learning. | Guangyuan Shi, Qimai Li, Wenlong Zhang, Jiaxin Chen, Xiao-Ming Wu |
| 2022 | CVPR | A Closer Look at Blind Super-Resolution: Degradation Models, Baselines, and Performance Upper Bounds. | Wenlong Zhang, Guangyuan Shi, Yihao Liu, Chao Dong, Xiao-Ming Wu |
| 2021 | EMNLP | Effectiveness of Pre-training for Few-shot Intent Classification. | Haode Zhang, Yuwei Zhang, Li-Ming Zhan, Jiaxin Chen, Guangyuan Shi, Xiao-Ming Wu, Albert Y. S. Lam |