Hongbin Zhang

Hongbin Zhang

张洪宾

PhD candidate @ SYSU

About Me

I am a fourth-year Ph.D. student in Computer Science at Sun Yat-sen University, advised by Assoc. Prof. Jiangsu Du and Prof. Zhiguang Chen. I received my bachelor’s degree in Computer Science and Technology from Sun Yat-sen University, where I was also a member of SYSU-SCC.

📌 My research interests lie in AI Infrastructure and Scalable Online and Offline Large-Scale LLM Serving Systems.

✉️ Welcome to contact me for any discussion and cooperation!

💥 💥 I am opening for internship! If you are interested, please feel free to contact me. 💥 💥

Publications

OSDI'26 Efficient LLM Serving on Commodity GPU Clusters with Data-Reduced Cross-Instance Orchestration
Jiangsu Du#, Hongbin Zhang#, Taosheng Wei, Zhenyi Zheng, Jiazhi Jiang, Kaiyi Wu, Zhiguang Chen, and Yutong Lu

ICPP'25 Code TD-Pipe: Temporally-Disaggregated Pipeline Parallelism Architecture for High-Throughput LLM Inference
Hongbin Zhang, Taosheng Wei, Zhenyi Zheng, Jiangsu Du, Zhiguang Chen, Yutong Lu

arXiv Under Review PipeMax: Enhancing Offline LLM Inference on Commodity GPU Servers
Hongbin Zhang, Taosheng Wei, Jiazhi Jiang, Hui Yan, Jiangsu Du, and Zhiguang Chen

Under Review Two additional papers are currently under review.

# Equal contribution.

Experiences

  • 2025.02 – Present AI Infra Research Intern, WeChat Search, Tencent(Guangzhou).
  • 2021.12 – 2022.08 C++ Backend Development Intern, ByteDance(Shenzhen).

Awards

  • 2020 · 2022-2025 First Class Scholarship, Sun Yat-sen University.
  • 2021 Huawei Intelligent Infrastructure Scholarship, Huawei.
  • 2022 Guangdong Everbright Bank Scholarship, Sun Yat-sen University.
  • 2021 Second Prize, ASC Student Supercomputer Challenge.
  • 2021 4th Place, ISC Student Cluster Competition.