Kezhao Huang

PhD student, CS, Tsinghua University, Tsinghua University

Joined

September 2022

Names

Kezhao Huang (Preferred)

Emails

****@mails.tsinghua.edu.cn (Confirmed)

****@tsinghua.org.cn (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

PhD student

CS, Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2020 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Jidong Zhai

Present

Expertise

No areas of expertise listed

Publications

HSampler : Optimizing Multi-GPU GNN Sampling with Collision-Avoid Selection
Yuyang Jin, Jidong Zhai, Kezhao Huang, Weimin Zheng
- Crossref
- Readers: Everyone
IntelliGen: Instruction-Level Auto-tuning for Tensor Program with Monotonic Memory Optimization
Zixuan Ma, Haojie Wang, Jingze Xing, Shuhong Huang, Liyan Zheng, Chen Zhang, Huanqi Cao, Kezhao Huang, Mingshu Zhai, Shizhi Tang, Penghan Wang, Jidong Zhai
- Crossref
- Readers: Everyone
HypeReca: Distributed Heterogeneous In-Memory Embedding Database for Training Recommender Models
Jiaao He, Shengqi Chen, Kezhao Huang, Jidong Zhai
- USENIX ATC 2025
- Readers: Everyone
mTuner: Accelerating Parameter-Efficient Fine-Tuning on Multi-GPU Servers with Elastic Tensor
Kezhao Huang, Siqi Zhu, Mingshu Zhai, Liyan Zheng, Kinman Lei, Jiaao He, Yuyang Jin, Jidong Zhai
- USENIX ATC 2025
- Readers: Everyone
WiseGraph: Optimizing GNN with Joint Workload Partition of Graph and Operations
Kezhao Huang, Jidong Zhai, Liyan Zheng, Haojie Wang, Yuyang Jin, Qihao Zhang, Runqing Zhang, Zhen Zheng, Youngmin Yi, Xipeng Shen
- Crossref
- Readers: Everyone
FastDecode: High-Throughput LLM Serving through Disaggregating Attention Computation
Jiaao He, Kezhao Huang, Jidong Zhai
- LCFM 2024
- Readers: Everyone
FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training
Kezhao Huang, Haitian Jiang, Minjie Wang, Guangxuan Xiao, David Wipf, Xiang Song, Quan Gan, Zengfeng Huang, Jidong Zhai, Zheng Zhang
- Proc. VLDB Endow. 2024
- Readers: Everyone
PUZZLE: Efficiently Aligning Large Language Models through Light-Weight Context Switch
Kinman Lei, Yuyang Jin, Mingshu Zhai, Kezhao Huang, Haoxing Ye, Jidong Zhai
- USENIX ATC 2024
- Readers: Everyone

View all 18 publications

Co-Authors

View all 41 co-authors