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

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 (CoRR, 2024)

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; Junyuan Gao; Jiaqi Wang 003; Dahua Lin; Conghui He (CoRR, 2024)

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 (CoRR, 2024)

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)

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