Li, Yixiao

6 publications

ICML 2025 Deep Reinforcement Learning from Hierarchical Preference Design Alexander Bukharin, Yixiao Li, Pengcheng He, Tuo Zhao
AAAI 2025 Label Noise Correction via Fuzzy Learning Machine Jiye Liang, Yixiao Li, Junbiao Cui
ICLRW 2025 NoWag: A Unified Framework for Shape Preserving Compression of Large Language Models Lawrence Ray Liu, Inesh Chakrabarti, Yixiao Li, Mengdi Wang, Tuo Zhao, Lin Yang
NeurIPS 2024 Adaptive Preference Scaling for Reinforcement Learning with Human Feedback Ilgee Hong, Zichong Li, Alexander Bukharin, Yixiao Li, Haoming Jiang, Tianbao Yang, Tuo Zhao
ICLR 2024 LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models Yixiao Li, Yifan Yu, Chen Liang, Nikos Karampatziakis, Pengcheng He, Weizhu Chen, Tuo Zhao
ICML 2023 LoSparse: Structured Compression of Large Language Models Based on Low-Rank and Sparse Approximation Yixiao Li, Yifan Yu, Qingru Zhang, Chen Liang, Pengcheng He, Weizhu Chen, Tuo Zhao