Liu, Renpu

5 publications

AISTATS 2025 A Shared Low-Rank Adaptation Approach to Personalized RLHF Renpu Liu, Peng Wang, Donghao Li, Cong Shen, Jing Yang

ICLR 2025 On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery Renpu Liu, Ruida Zhou, Cong Shen, Jing Yang

ICML 2025 Pixel2Feature Attack (P2FA): Rethinking the Perturbed Space to Enhance Adversarial Transferability Renpu Liu, Hao Wu, Jiawei Zhang, Xin Cheng, Xiangyang Luo, Bin Ma, Jinwei Wang

NeurIPS 2025 Unlabeled Data Can Provably Enhance In-Context Learning of Transformers Renpu Liu, Jing Yang

ICML 2024 Federated Representation Learning in the Under-Parameterized Regime Renpu Liu, Cong Shen, Jing Yang