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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