© 2023 SHUHUAN

Brief Biography

Hi! I am CHEN Yuhan (陈禹翰, Tan-Woo-Hang), second year MPhil student in Data Science and Analytics Thrust of The Hong Kong University of Science and Technology (Guangzhou) supervised by Prof. CHU Xiaowen and co-supervised by Prof. LIU Hongyuan. I obtained my B.Eng. in Computer Science and Engineering from Sun Yat-sen University in 2023, supervised by Prof. CHEN Gang.

Research Interests
  • CUDA & Ascend C Kernel Speedup
  • LLM Training & Inference Speedup
  • High-Performance ML System, Multi-GPU System

🔥 NEWS

  • [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
  • [2024.01] 🎉🎉 Our paper “BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems” is available! 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. We'll keep updating the trace, and new features will be available soon. Paper BurstGPT

📕 Teaching

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

📝 Publications

  1. BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems
    Yuxin Wang*, Yuhan Chen*, Zeyu Li, Xueze Kang, Zhenheng Tang, Xin He, Rui Guo, Xin Wang, Qiang Wang, Amelie Chi Zhou, Xiaowen Chu#
    arXiv preprint arXiv:2401.17644, 2024 Paper BurstGPT
  2. STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs
    Peijie Dong*, Lujun Li*, Dayou Du, Yuhan Chen, Zhenheng Tang, Qiang Wang, Wei Xue, Wenhan Luo, Qifeng Liu, Yike Guo#, Xiaowen Chu#
    arXiv preprint arXiv:2408.01803, 2024 Paper
  3. 海洋生物的会议, 陈禹翰, 南澳文艺, 20, 39-40, 2012
  4. * Equal contribution   # Corresponding author

🛠️ Academic Services

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

🎖 Selected Competitions & Awards

  • 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

📖 Educations

  • 2023.09-present: HKUST(GZ), M.Phil. student in Data Science and Analytics
  • 2019.09-2023.06: Sun Yat-sen University, B.Eng. in Computer Science and Engineering

💻 Experiences

  • 2023.02-2023.04: OS Kernel R&D Intern, ACOINFO Co., Ltd.

Read More

Latest update on Jul. 19th, 2024.

Here are the change logs of this site. ( •̀ ω •́ )