Yixiao Li

PhD student, Industrial and Systems Engineering, Georgia Institute of Technology

Joined

January 2023

Names

Yixiao Li (Preferred)

Emails

****@gatech.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Industrial and Systems Engineering, Georgia Institute of Technology (gatech.edu)

2022 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Large language model efficiency

2022 – Present

Publications

On the Efficiency of Structured Pruning in Small Language Model Pretraining
Yixiao Li, Xianzhi Du, AJAY KUMAR JAISWAL, Tao Lei, Tuo Zhao, Chong Wang, Jianyu Wang
- Submitted to ICLR 2026
- Readers: Everyone
NoWag: A Unified Framework for Shape Preserving Com- pression of Large Language Models
Lawrence Ray Liu, Inesh Chakrabarti, Yixiao Li, Mengdi Wang, Tuo Zhao, Lin Yang
- COLM 2025
- Readers: Everyone
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
- SLLM
- Readers: Everyone
Deep Reinforcement Learning from Hierarchical Preference Design
Alexander Bukharin, Yixiao Li, Pengcheng He, Tuo Zhao
- ICML 2025 poster
- Readers: Everyone
Fantastic Experts and How to Find Them: A Multi-Dimensional Study for Experts-Level Sparsification in Mixture-of-Experts
AJAY KUMAR JAISWAL, Jianyu Wang, Yixiao Li, Pingzhi Li, Tianlong Chen, Zhangyang Wang, Chong Wang, Ruoming Pang, Xianzhi Du
- Submitted to ICLR 2025
- Readers: Everyone
Adaptive Preference Scaling for Reinforcement Learning with Human Feedback
Ilgee Hong, Zichong Li, Alexander Bukharin, Yixiao Li, Haoming Jiang, Tianbao Yang, Tuo Zhao
- NeurIPS 2024 poster
- Readers: Everyone
LoftQ: LoRA-Fine-Tuning-aware Quantization for Large Language Models
Yixiao Li, Yifan Yu, Chen Liang, Nikos Karampatziakis, Pengcheng He, Weizhu Chen, Tuo Zhao
- ICLR 2024 oral
- Readers: Everyone
Deep Reinforcement Learning from Weak Hierarchical Preference Feedback
Alexander Bukharin, Yixiao Li, Pengcheng He, Weizhu Chen, Tuo Zhao
- Submitted to ICLR 2024
- Readers: Everyone
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
- ICML 2023 Poster
- Readers: Everyone

Co-Authors