Huixia Li

Researcher, AIP, ByteDance

Joined

November 2022

Names

Huixia Li (Preferred)

Emails

****@bytedance.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

AIP, ByteDance (bytedance.inc)

2021 – 2028

MS student

MAC, Xiamen University (xmu.edu.cn)

2018 – 2021

Advisors, Relations & Conflicts

Coauthor

Xuefeng Xiao

2021 – 2024

Coauthor

Xiawu Zheng

2018 – 2024

Coauthor

Yuexiao Ma

2018 – 2024

Expertise

AIGC

2019 – 2030

Large Language Model

2018 – 2030

Multimodal

2018 – 2030

Quantization

2000 – 2030

Compression and Acceleration

2000 – 2030

Publications

SplitQuant: Efficient Low-Bit Quantization for Diffusion Transformers via In-Channel Dimension Splitting
Yuexiao Ma, Xinxiong Wu, Xiwei Xu, Feng Ling, Xiawu Zheng, Huafeng Kuang, Huixia Li, XING WANG, Xuefeng Xiao, Fei Chao, Rongrong Ji
- Submitted to ICLR 2026
- Readers: Everyone
Flow Caching for Autoregressive Video Generation
Yuexiao Ma, Xuzhe Zheng, Jing Xu, Xiwei Xu, Feng Ling, Xiawu Zheng, Huafeng Kuang, Huixia Li, XING WANG, Xuefeng Xiao, Fei Chao, Rongrong Ji
- ICLR 2026 Poster
- Readers: Everyone
Quantization Meets Sparsification for Faster Image Generation
Xuanyu Wang, Fangcheng Fu, Yawei Wen, Huafeng Kuang, Yujie Wang, Huixia Li, Xin Xia, Xuefeng Xiao, Bin CUI
- Submitted to ICLR 2026
- Readers: Everyone
PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models
Tianchen Zhao, Ke Hong, Xinhao Yang, Xuefeng Xiao, Huixia Li, Feng Ling, Ruiqi Xie, SiQi Chen, Hongyu Zhu, Zhang Yichong, Yu Wang
- NeurIPS 2025 poster
- Readers: Everyone
polybasic Speculative Decoding Through a Theoretical Perspective
Ruilin Wang, Huixia Li, Yuexiao Ma, Xiawu Zheng, Fei Chao, Xuefeng Xiao, Rongrong Ji
- ICML 2025 poster
- Readers: Everyone
Polybasic Speculative Decoding Under a Theoretical Perspective
Ruilin Wang, Huixia Li, Yuexiao Ma, Xiawu Zheng, Fei Chao, Xuefeng Xiao, Rongrong Ji
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Solving Oscillation Problem in Post-Training Quantization Through a Theoretical Perspective
Yuexiao Ma, Huixia Li, Xiawu Zheng, Xuefeng Xiao, Rui Wang, Shilei Wen, Xin Pan, Fei Chao, Rongrong Ji
- Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
- Readers: Everyone
Outlier-aware Slicing for Post-Training Quantization in Vision Transformer
Yuexiao Ma, Huixia Li, Xiawu Zheng, Feng Ling, Xuefeng Xiao, Rui Wang, Shilei Wen, Fei Chao, Rongrong Ji
- ICML 2024 Poster
- Readers: Everyone
AffineQuant: Affine Transformation Quantization for Large Language Models
Yuexiao Ma, Huixia Li, Xiawu Zheng, Feng Ling, Xuefeng Xiao, Rui Wang, Shilei Wen, Fei Chao, Rongrong Ji
- ICLR 2024 poster
- Readers: Everyone

Co-Authors

View all 30 co-authors