Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering. - Yifan Lu; Yigeng Zhou; Jing Li 034; Yequan Wang; Xuebo Liu 002; Daojing He; Fangming Liu; Min Zhang 005 (AAAI, 2025)

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing. - Yifan Lu; Jing Li 034; Yigeng Zhou; Yihui Zhang; Wenya Wang; Xiucheng Li; Meishan Zhang; Fangming Liu; Jun Yu; Min Zhang 005 (ACL (Findings), 2025)

Reflection on Knowledge Graph for Large Language Models Reasoning. - Yigeng Zhou; Wu Li; Yifan Lu; Jing Li 034; Fangming Liu; Meishan Zhang; Yequan Wang; Daojing He; Honghai Liu 001; Min Zhang 005 (ACL (Findings), 2025)

Multi-objective Large Language Model Alignment with Hierarchical Experts. - Zhuo Li; Guodong Du 002; Weiyang Guo; Yigeng Zhou; Xiucheng Li; Wenya Wang; Fangming Liu; Yequan Wang; Deheng Ye; Min Zhang 005; Jing Li 034 (CoRR, 2025)