| 2025 | ICLR | Knowledge Graph Finetuning Enhances Knowledge Manipulation in Large Language Models. | Hanzhu Chen, Xu Shen, Jie Wang, Zehao Wang, Qitan Lv, Junjie He, Rong Wu, Feng Wu, Jieping Ye |
| 2025 | ICML | Boosting Multi-Domain Fine-Tuning of Large Language Models through Evolving Interactions between Samples. | Xize Liang, Lin Yang, Jie Wang, Yiyang Lu, Runyu Wu, Hanzhu Chen, Jianye Hao |
| 2025 | ICML | ROPO: Robust Preference Optimization for Large Language Models. | Xize Liang, Chao Chen, Shuang Qiu, Jie Wang, Yue Wu, Zhihang Fu, Hanzhu Chen, Feng Wu, Jieping Ye |
| 2024 | ACL | SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graph. | Hanzhu Chen, Xu Shen, Qitan Lv, Jie Wang, Xiaoqi Ni, Jieping Ye |
| 2024 | ICML | Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models. | Qitan Lv, Jie Wang, Hanzhu Chen, Bin Li, Yongdong Zhang, Feng Wu |
| 2023 | DASFAA | Real-Time Information Extraction for Phone Review in Car Loan Audit. | Hongxuan Liu, Jie Wang, Yansong Wang, Shuling Yang, Hanzhu Chen, Binbin Fang |