Xing Li

Researcher, Huawei Technologies Ltd.

Joined

February 2024

Names

Xing Li (Preferred)

Emails

****@huawei.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2020 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

LLM Inference

2024 – Present

KV cache compression

2024 – Present

AI4EDA

2020 – 2024

Publications

Unleashing Low-Bit Inference on Ascend NPUs: A Comprehensive Evaluation of HiFloat Formats
Pengxiang Zhao, Hui-Ling Zhen, Xing Li, Han Bao, Weizhe Lin, Zhiyuan Yang, Yu Zi Wei, Xin Wang, Mingxuan Yuan, Xianzhi Yu, Zhenhua Dong
- ACL 2026 Industry Track Oral
- Readers: Everyone
SeedThink: Test-Time Control via Seed-Thought Initialization
Lanjing Yi, Xing Li, Hui-Ling Zhen, Mingxuan Yuan, Jianliang Xu
- Submitted to ICLR 2026
- Readers: Everyone
Why Attention Patterns Exist: A Unifying Temporal Perspective Analysis
Qingyue Yang, Jie Wang, Xing Li, Yinqi Bai, Tong Xialiang, Hui-Ling Zhen, Jianye HAO, Mingxuan Yuan, Bin Li
- ICLR 2026 Poster
- Readers: Everyone
Beyond Speedup - Utilizing KV Cache for Sampling and Reasoning
Zeyu XING, Xing Li, Hui-Ling Zhen, Mingxuan Yuan, Sinno Jialin Pan
- ICLR 2026 Poster
- Readers: Everyone
TrimR: Verifier-based Training-Free Thinking Trimming for Efficient Test-Time Scaling
Weizhe Lin, Xing Li, Zhiyuan Yang, Xiaojin Fu, Hui-Ling Zhen, Yaoyuan Wang, Xianzhi Yu, Wulong Liu, Xiaosong Li, Mingxuan Yuan
- ICLR 2026 Poster
- Readers: Everyone
Scaling Up, Speeding Up: A Benchmark of Speculative Decoding for Efficient LLM Test-Time Scaling
Shengyin Sun, Yiming Li, Xing Li, Yingzhao Lian, Weizhe Lin, Hui-Ling Zhen, Zhiyuan Yang, Xianzhi Yu, Chen Chen, Mingxuan Yuan, Chen Ma
- ICLR 2026 Poster
- Readers: Everyone
Behavioral Fingerprinting of Large Language Models
Zehua Pei, Hui-Ling Zhen, Ying Zhang, Zhiyuan Yang, Xing Li, Xianzhi Yu, Mingxuan Yuan, Bei Yu
- Agents4Science
- Readers: Everyone
Large Reasoning Models Know How to Think Efficiently
Zeyu XING, Xing Li, Huiling Zhen, Xianzhi Yu, Mingxuan Yuan, Sinno Jialin Pan
- ES-FoMo III
- Readers: Everyone
Accurate KV Cache Eviction via Anchor Direction Projection for Efficient LLM Inference
Zijie Geng, Jie Wang, Ziqi Liu, Feng Ju, Yiming Li, Xing Li, Mingxuan Yuan, Jianye HAO, Defu Lian, Enhong Chen, Feng Wu
- NeurIPS 2025 poster
- Readers: Everyone
AttentionPredictor: Temporal Patterns Matter for KV Cache Compression
Qingyue Yang, Jie Wang, Xing Li, Zhihai Wang, Chen Chen, Lei Chen, Xianzhi Yu, Wulong Liu, Jianye HAO, Mingxuan Yuan, Bin Li
- NeurIPS 2025 poster
- Readers: Everyone

View all 23 publications

Co-Authors

View all 86 co-authors