| 2025 | ICLR | Towards Federated RLHF with Aggregated Client Preference for LLMs. | Feijie Wu, Xiaoze Liu, Haoyu Wang, Xingchen Wang, Lu Su, Jing Gao |
| 2025 | NAACL | CausalEval: Towards Better Causal Reasoning in Language Models. | Longxuan Yu, Delin Chen, Siheng Xiong, Qingyang Wu, Dawei Li, Zhikai Chen, Xiaoze Liu, Liangming Pan |
| 2024 | EMNLP | SHIELD: Evaluation and Defense Strategies for Copyright Compliance in LLM Text Generation. | Xiaoze Liu, Ting Sun, Tianyang Xu, Feijie Wu, Cunxiang Wang, Xiaoqian Wang, Jing Gao |
| 2024 | EMNLP | SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales. | Tianyang Xu, Shujin Wu, Shizhe Diao, Xiaoze Liu, Xingyao Wang, Yangyi Chen, Jing Gao |
| 2024 | ICDE | MultiEM: Efficient and Effective Unsupervised Multi-Table Entity Matching. | Xiaocan Zeng, Pengfei Wang, Yuren Mao, Lu Chen, Xiaoze Liu, Yunjun Gao |
| 2024 | QRS | A Fault Analysis and Reasoning Method for Vehicle Information Systems Based on Knowledge Graphs. | Tu Sun, Fuping Zeng, Xiaoze Liu |
| 2023 | WWW | Unsupervised Entity Alignment for Temporal Knowledge Graphs. | Xiaoze Liu, Junyang Wu, Tianyi Li, Lu Chen, Yunjun Gao |
| 2022 | ICDE | PinSQL: Pinpoint Root Cause SQLs to Resolve Performance Issues in Cloud Databases. | Xiaoze Liu, Zheng Yin, Chao Zhao, Congcong Ge, Lu Chen, Yunjun Gao, Dimeng Li, Ziting Wang, Gaozhong Liang, Jian Tan, Feifei Li |
| 2022 | KDD | ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities. | Yunjun Gao, Xiaoze Liu, Junyang Wu, Tianyi Li, Pengfei Wang, Lu Chen |
| 2021 | SIGIR | Make It Easy: An Effective End-to-End Entity Alignment Framework. | Congcong Ge, Xiaoze Liu, Lu Chen, Baihua Zheng, Yunjun Gao |