Yunshui Li

Researcher, Beijing, ByteDance Inc.

Joined

October 2022

Names

Yunshui Li (Preferred)

Emails

****@siat.ac.cn (Confirmed)

Personal Links

Career & Education History

Researcher

Beijing, ByteDance Inc. (bytedance.com)

2024 – 2027

MS student

BeiJing, University of the Chinese Academy of Sciences (ucas.ac.cn)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Min Yang

2021 – 2024

Expertise

LLM

2023 – 2024

Multi-modal Dialogue

2022 – 2023

Knowledge Graph Completion

2021 – 2022

Publications

INT v.s. FP: A Comprehensive Study of Fine-Grained Low-bit Quantization Formats
Mengzhao Chen, Meng Wu, Hui Jin, Zhihang Yuan, Jing Liu, Chaoyi Zhang, Yunshui Li, Jie Huang, Jin Ma, Zeyue Xue, Zhiheng Liu, Xingyan Bin, Ping Luo
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Scaling Law for Quantization-Aware Training
Mengzhao Chen, Chaoyi Zhang, Jing Liu, Yutao Zeng, Zeyue Xue, Zhiheng Liu, Yunshui Li, Jin Ma, Jie Huang, zhou Xun, Ping Luo
- Submitted to ICLR 2026
- Readers: Everyone
HSA: Head-wise Sparse Attention for Efficient and Accurate Long-context Inference
Jing Liu, Jianqiao Lu, Yao Luo, Yuan Yang, Chen Zheng, Deyi Liu, Mengzhao Chen, Chaoyi Zhang, Yunshui Li, Jin Ma, Yutao Zeng, Ya Wang, Hongmin chen, Ziqiang Pei, Fan Xia, Tianqi Zhang, Xiaoying Jia, Yiyuan Ma, Siyuan Qiao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Model Merging in Pre-training of Large Language Models
Yunshui Li, Yiyuan Ma, Shen Yan, Chaoyi Zhang, Jing Liu, Jianqiao Lu, Ziwen Xu, Mengzhao Chen, Minrui Wang, Shiyi Zhan, Jin Ma, Xunhao Lai, Yao Luo, Xingyan Bin, Hongbin Ren, Mingji Han, Wenhao Hao, Bairen Yi, LingJun Liu, Bole Ma et al. (4 additional authors not shown)
- NeurIPS 2025 poster
- Readers: Everyone
GATEAU: Selecting Influential Samples for Long Context Alignment
Shuzheng Si, Haozhe Zhao, Gang Chen, Yunshui Li, Kangyang Luo, Chuancheng Lv, Kaikai An, Fanchao Qi, Baobao Chang, Maosong Sun
- OpenReview Archive Direct Upload
- Readers: Everyone
GATEAU: Selecting Influential Samples for Long Context Alignment
Shuzheng Si, Haozhe Zhao, Gang Chen, Yunshui Li, Kangyang Luo, Chuancheng Lv, Kaikai An, Fanchao Qi, Baobao Chang, Maosong Sun
- OpenReview Archive Direct Upload
- Readers: Everyone
DEEM: Diffusion models serve as the eyes of large language models for image perception
Run Luo, Yunshui Li, Longze Chen, Wanwei He, Ting-En Lin, Ziqiang Liu, Lei Zhang, Zikai Song, Hamid Alinejad-Rokny, Xiaobo Xia, Tongliang Liu, Binyuan Hui, Min Yang
- ICLR 2025 Spotlight
- Readers: Everyone
Selecting Influential Samples for Long Context Alignment via Homologous Models’ Guidance and Contextual Awareness Measurement
Shuzheng Si, Haozhe Zhao, Gang Chen, Yunshui Li, Kangyang Luo, Chuancheng Lv, Kaikai An, Fanchao Qi, Baobao Chang, Maosong Sun
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
Run Luo, Haonan Zhang, Longze Chen, Ting-En Lin, Xiong Liu, Yuchuan Wu, Min Yang, Yongbin Li, Minzheng Wang, Pengpeng Zeng, Lianli Gao, Heng Tao Shen, Yunshui Li, Xiaobo Xia, Fei Huang, Jingkuan Song
- Submitted to ICLR 2025
- Readers: Everyone
Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models
Longze Chen, Ziqiang Liu, Wanwei He, Yunshui Li, Run Luo, Min Yang
- CoRR 2024
- Readers: Everyone

View all 19 publications

Co-Authors

View all 90 co-authors