Liu, Fangming

7 publications

ICLR 2026 Echoes as Anchors: Probabilistic Costs and Attention Refocusing in LLM Reasoning Zhuoyuan Hao, Zhuo Li, Wu Li, Fangming Liu, Min Zhang, Jing Li

ICLR 2026 Knowledge Fusion of Large Language Models via Modular SkillPacks Guodong Du, Zhuo Li, Xuanning Zhou, Junlin Li, Zesheng Shi, Wanyu Lin, Ho-Kin Tang, Xiucheng Li, Fangming Liu, Wenya Wang, Min Zhang, Jing Li

ICLR 2026 MobiEdit: Resource-Efficient Knowledge Editing for Personalized On-Device LLMs Zhenyan Lu, Daliang Xu, Dongqi Cai, Zexi Li, Wei Liu, Jian Luan, Fangming Liu, Shangguang Wang, Mengwei Xu

ICLR 2026 Multi-Objective Large Language Model Alignment with Hierarchical Experts Zhuo Li, Guodong Du, Weiyang Guo, Yigeng Zhou, Xiucheng Li, Wenya Wang, Fangming Liu, Yequan Wang, Deheng Ye, Min Zhang, Jing Li

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

ICLR 2025 Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance Yaxi Lu, Shenzhi Yang, Cheng Qian, Guirong Chen, Qinyu Luo, Yesai Wu, Huadong Wang, Xin Cong, Zhong Zhang, Yankai Lin, Weiwen Liu, Yasheng Wang, Zhiyuan Liu, Fangming Liu, Maosong Sun

ICCV 2025 Unlearning the Noisy Correspondence Makes CLIP More Robust Haochen Han, Alex Jinpeng Wang, Peijun Ye, Fangming Liu