Zhefeng Wang

Researcher, Huawei Technologies Ltd.

Joined

July 2019

Names

Zhefeng Wang

Emails

****@huawei.com (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2017 – Present

PhD student

University of Science and Technology of China (ustc.edu.cn)

2012 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

Language Model

2021 – Present

ML System

2017 – Present

Natural Language Processing

2012 – Present

Publications

Adaptive Dual-Granularity Pruning Method for Large Language Models
Haiyao Li, Hongzi Zhu, Ping Li, Yi ZHENG, Zhefeng Wang
- Submitted to ICLR 2026
- Readers: Everyone
Accelerating Large Language Model Inference via Speculative Decoding with Progressive Tree Drafting
Zipeng Gao, Zhi Zheng, Qingrong Xia, Xi Zhu, Ziwei Zhao, Tong Xu, Zhefeng Wang, Enhong Chen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CaliDrop: KV Cache Compression with Query-based Calibration
Yi Su, Quantong Qiu, Yuechi Zhou, Qingrong Xia, Ping Li, Xinyu Duan, Zhefeng Wang, Juntao Li, Min Zhang
- Submitted to ICLR 2026
- Readers: Everyone
RA-SpaRC: Robust Adaptation with Sparse Plus Low-Rank Compressors
Longtian Tang, Zhicheng Xu, Ping Li, Yi ZHENG, Zhefeng Wang, Xiaoming Yuan
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Direction-Magnitude Decoupling for Fast Video Generation with Flow Matching Models
Haonan Xu, Feiyang Chen, Chen SongKui, Zhefeng Wang, Xinyu Duan, Zhipeng Liang, Baoxing Huai, Yang Yang
- Submitted to ICLR 2026
- Readers: Everyone
Semantic-aware Pruning of Large Language Models via Neuron Importance Explanation
Yang Ji, Ying Sun, Jin Li, Zhigaoyuan Wang, Ping Li, Zhefeng Wang, Yi ZHENG
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Efficiently Serving Large Multimodal Models Using EPD Disaggregation
Gursimran Singh, Xinglu Wang, Yifan Hu, Timothy Tin Long Yu, Linzi Xing, Wei Jiang, Zhefeng Wang, Bai Xiaolong, Yi Li, Ying Xiong, Yong Zhang, Zhenan Fan
- ICML 2025 poster
- Readers: Everyone
SinkQ: Accurate 2-bit KV Cache Quantization with Dynamic Sink Tracking
Yi Su, Yuechi Zhou, Juntao Li, Qingrong Xia, Ping Li, Xinyu Duan, Zhefeng Wang, Min Zhang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Beware of Calibration Data for Pruning Large Language Models
Yixin Ji, Yang Xiang, Juntao Li, Qingrong Xia, Ping Li, Xinyu Duan, Zhefeng Wang, Min Zhang
- ICLR 2025 Poster
- Readers: Everyone
CASD: Enhancing Generation Accuracy via Context-Aware Speculative Decoding
Jikai Wang, Zhenxu Tian, Juntao Li, Qingrong Xia, Xinyu Duan, Zhefeng Wang, Baoxing Huai, Min Zhang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone

View all 22 publications

Co-Authors

View all 88 co-authors