| 2026 | ACL | FOREVER: Forgetting Curve-Inspired Memory Replay for Language Model Continual Learning. | Yujie Feng, Hao Wang, Jian Li, Xu Chu, Zhaolu Kang, Yiran Liu, Yasha Wang, Philip S. Yu, Xiao-Ming Wu |
| 2025 | AAAI | DearLLM: Enhancing Personalized Healthcare via Large Language Models-Deduced Feature Correlations. | Yongxin Xu, Xinke Jiang, Xu Chu, Rihong Qiu, Yujie Feng, Hongxin Ding, Junfeng Zhao, Yasha Wang, Bing Xie |
| 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 |
| 2025 | ACL | Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning. | Yongxin Xu, Ruizhe Zhang, Xinke Jiang, Yujie Feng, Yuzhen Xiao, Xinyu Ma, Runchuan Zhu, Xu Chu, Junfeng Zhao, Yasha Wang |
| 2025 | EMNLP | AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning. | Yujie Feng, Jian Li, Xiaoyu Dong, Pengfei Xu, Xiaohui Zhou, Yujia Zhang, Zexin Lu, Yasha Wang, Alan Zhao, Xu Chu, Xiao-Ming Wu |
| 2025 | EMNLP | GeoEdit: Geometric Knowledge Editing for Large Language Models. | Yujie Feng, Li-Ming Zhan, Zexin Lu, Yongxin Xu, Xu Chu, Yasha Wang, Jiannong Cao, Philip S. Yu, Xiao-Ming Wu |
| 2025 | SMC | Improved Fireworks Algorithm-Enhanced Single-Objective Hybrid Disassembly Line Balancing with Machine Wear Rates Considered. | Yujie Feng, Xiwang Guo, Jiacun Wang, Ying Tang, Weitian Wang, Bin Hu, Claire Gao, Jun Wang |
| 2024 | ACL | Continual Dialogue State Tracking via Reason-of-Select Distillation. | Yujie Feng, Bo Liu, Xiaoyu Dong, Zexin Lu, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam |
| 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 | COLING | How Good Are LLMs at Out-of-Distribution Detection? | Bo Liu, Li-Ming Zhan, Zexin Lu, Yujie Feng, Lei Xue, 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 | EMNLP | Towards LLM-driven Dialogue State Tracking. | Yujie Feng, Zexin Lu, Bo Liu, Liming Zhan, Xiao-Ming Wu |
| 2021 | WWW | Completing Missing Prevalence Rates for Multiple Chronic Diseases by Jointly Leveraging Both Intra- and Inter-Disease Population Health Data Correlations. | Yujie Feng, Jiangtao Wang, Yasha Wang, Sumi Helal |