CHEN Yuhan (陈禹翰)

Hi! I am CHEN Yuhan (陈禹翰, Tan-Woo-Hang), a first-year PhD student in High Performance Machine Learning Lab, Data Science and Analytics Thrust of The Hong Kong University of Science and Technology (Guangzhou) supervised by Prof. CHU Xiaowen, as in my MPhil 2023-2025. I obtained my B.Eng. in Computer Science and Engineering from Sun Yat-sen University in 2023, supervised by Prof. CHEN Gang.

[2025.05] 🎉🎉 Our paper "BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems" is accepted by KDD 2025. This paper introduces the first real-world trace dataset of LLM serving workloads, detailing user, system, and LLM behaviors. Many new insights of GPT services are found in this work.
[2025.01] 🎉🎉 Our paper "STBLLM: Breaking the 1-bit barrier with structured binary LLMs" is accepted by ICLR 2025. This paper present the first structural binarization method for LLM compression to less than 1-bit precision with specialized CUDA kernel to support structural binarization.
[2024.04] 😃😃 I visited Sabah, Malaysia for the first time with Xi and Koh! I spent a perfect 7-day annual leave there, and then went to Singapore.
[2024.02] 🎉🎉 Team HKUST(GZ) ranked 6th in the Swiss round and advanced to the quarterfinals in the Guangdong University Overwatch League 2024! I am really honored to take the position of DPS.
TEAM HKUST(GZ)

Eason - DPS/TANK

Newsun - TANK/SUP

reclusive - SUP/DPS

Cortex - DPS

Goldenglow - SUP

Lovelin - SUP
[2024.01] 🎉🎉 Team Guangzhou Red Bird won the second place in the Overwatch Metal League 2024 Guangzhou Division! This was my very first time participating in Esports as a player! "The world could always use more heroes."
TEAM Guangzhou Red Bird

Newsun - TANK

op10no3 - DPS

Cortex - DPS

GaryGuo - SUP/DPS

Lovelin - SUP

Goldenglow - TANK

SumTsingWong - SUP

DSAA5013 - Advanced Machine Learning (for PG), Spring 2024, Teaching Assistant, HKUST(GZ)
Residential College Buddy Coach (for UG), 2024-2025, HKUST(GZ)

Student Volunteer, IEEE/ACM International Symposium on Quality of Service (IWQoS) 2024, Guangzhou

TOP 8 (SS#6), Guangdong University Overwatch League 2024, DPS - Team HKUST(GZ)
Second place, Overwatch Metal League 2024 Guangzhou Division, DPS - Team Guangzhou Red Bird
First prize, 17th Challenge Cup National College Students' Extracurricular Academic Science and Technology Contest
Special prize, 16th Challenge Cup Guangdong College Students' Extracurricular Academic Science and Technology Contest
"Campus Little Writer", 2012

2025.08-present: HKUST(GZ), Ph.D. student in Data Science and Analytics
2023.08-2025.08: HKUST(GZ), M.Phil. in Data Science and Analytics
2019.08-2023.07: Sun Yat-sen University, B.Eng. in Computer Science and Engineering

Latest update on Jul. 19th, 2024.