Few-shots Portrait Generation with Style Enhancement and Identity Preservation. - Runchuan Zhu; Naye Ji; Youbing Zhao; Fan Zhang 105 (CoRR, 2023)

3DS: Decomposed Difficulty Data Selection's Case Study on LLM Medical Domain Adaptation. - Hongxin Ding; Yue Fang; Runchuan Zhu; Xinke Jiang; Jinyang Zhang; Yongxin Xu; Xu Chu; Junfeng Zhao 001; Yasha Wang (CoRR, 2024)

KnowPO: Knowledge-Aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models. - Ruizhe Zhang 013; Yongxin Xu; Yuzhen Xiao; Runchuan Zhu; Xinke Jiang; Xu Chu; Junfeng Zhao 001; Yasha Wang (AAAI, 2025)

Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning. - Runchuan Zhu; Zhipeng Ma; Jiang Wu 003; Junyuan Gao; Jiaqi Wang 003; Dahua Lin; Conghui He (AAAI, 2025)

Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning. - Yongxin Xu; Ruizhe Zhang 013; Xinke Jiang; Yujie Feng; Yuzhen Xiao; Xinyu Ma; Runchuan Zhu; Xu Chu; Junfeng Zhao 001; Yasha Wang (ACL (1), 2025)

GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation. - Runchuan Zhu; Xinke Jiang; Jiang Wu 003; Zhipeng Ma; Jiahe Song; Fengshuo Bai; Dahua Lin; Lijun Wu; Conghui He (NAACL (Findings), 2025)

GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation. - Runchuan Zhu; Zinco Jiang; Jiang Wu 003; Zhipeng Ma; Jiahe Song; Fengshuo Bai; Dahua Lin; Lijun Wu; Conghui He (CoRR, 2025)

Retrieval Dexterity: Efficient Object Retrieval in Clutters with Dexterous Hand. - Fengshuo Bai; Yu Li; Jie Chu; Tawei Chou; Runchuan Zhu; Ying Wen 001; Yaodong Yang 001; Yuanpei Chen (CoRR, 2025)

PM4Bench: A Parallel Multilingual Multi-Modal Multi-task Benchmark for Large Vision Language Model. - Junyuan Gao; Jiahe Song; Jiang Wu 003; Runchuan Zhu; Guanlin Shen; Shasha Wang; Xingjian Wei; Haote Yang; Songyang Zhang; Weijia Li; Bin Wang 065; Dahua Lin; et al. (CoRR, 2025)

Evaluating Large Language Model with Knowledge Oriented Language Specific Simple Question Answering. - Bowen Jiang; Runchuan Zhu; Jiang Wu 003; Zinco Jiang; Yifan He; Junyuan Gao; Jia Yu; Rui Min; Yinfan Wang; Haote Yang; Songyang Zhang; Dahua Lin; et al. (CoRR, 2025)

EL4NER: Ensemble Learning for Named Entity Recognition via Multiple Small-Parameter Large Language Models. - Yuzhen Xiao; Jiahe Song; Yongxin Xu; Ruizhe Zhang 013; Yiqi Xiao; Xin Lu; Runchuan Zhu; Bowen Jiang; Junfeng Zhao 001 (CoRR, 2025)

AdaptFlow: Adaptive Workflow Optimization via Meta-Learning. - Runchuan Zhu; Bowen Jiang; Lingrui Mei; Fangkai Yang; Lu Wang 029; Haoxiang Gao; Fengshuo Bai; Pu Zhao 004; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang 001 (CoRR, 2025)