About Me

I am a third-year undergraduate student in the Hongyi Honor Class, School of Computer Science at Wuhan University. I joined the Totem Database Laboratory in my freshman year, where I am fortunate to be advised by Prof. Sheng Wang. And I really appreciate the guidance from Dr. Zhiyu Chen at Amazon. Before I started my senior undergraduate journey, I have spent wonderful summers at Tencent and LINs Lab, Westlake University.

My research focuses on Systems for ML, with an emphasis on improving the runtime efficiency of modern systems, including LLM serving systems and databases that integrate LLMs. My work spans algorithms and systems, from cluster-scale to on-device serving, with the goal of building the next generation of efficient serving systems.

I also share technical notes and reflections on research through my Zhihu blog and Xiaohongshu. Feel free to visit if you use Chinese social media.

Education

Wuhan University Sept. 2024 - Present
B.Eng. in Computer Science (Hongyi Honor Class)

Experience

TOTEM Database Laboratory of WHU Jan. 2025 - Present
Research Assistant
LINs Lab, Westlake University May. 2026 - Sep. 2026
Visiting Researcher
Tencent Jul. 2025 - Aug. 2025
Intern (Distributed Database)

Awards and Honors

Outstanding Student, Wuhan University Sep. 2026
Scholarship for Excellent Academic Performance, WHU Sep. 2026
Outstanding Student, Wuhan University Apr. 2026
Active Participant in Social Activities, Wuhan University Mar. 2026
Scholarship for Excellent Academic Performance (Tianyuan Dic) Nov. 2025
Scholarship for Excellent Academic Performance, WHU Sept. 2025
Outstanding Student, Wuhan University Sept. 2025
Tencent Open Source Core Contributor / Award Sept. 2025
Outstanding Freshman Award, Wuhan University Sept. 2024

Service

Social Practice

I connect my studies with field research and social practice. I was recognized as an Outstanding Participant in Social Practice at Wuhan University and led teams whose research reports received university first and third prizes.

Sports

As former captain of the School of Computer Science table tennis team, I led the team to strong results in university competitions. I received Wuhan University's Sunshine Sports Advanced Individual award for two consecutive years.

Student Leadership

I currently serve as class monitor of Wuhan University's 2024 Hongyi Honor Class and as a Tencent Cloud AI Campus Ambassador.

Volunteering

I served as an official volunteer at the CCF China Software Conference and was recognized as a CCF Outstanding Volunteer.

Peer Support & Mentoring

My course notes have attracted tens of thousands of views on Zhihu and other platforms, received positive reader feedback, and earned a Wuhan University Excellence Award. I also shared research experience and study advice at the opening class meeting of the 2026 Hongyi Honor Class.

Computer Organization · Theory of Computation · Machine Learning · C++ Programming · PhD Application & Research Guide

Publications

MECO: An Efficient MCU–Edge–Cloud System for Factory Maintenance [Paper coming soon]
Xingyu Qu, Ziyi Tang, and Sheng Wang

CacheBridge: Efficient Cross-Model KV Cache Transfer [Paper]
Xingyu Qu, Siyuan Lu, Zhiyu Chen, Sheng Wang, and Tao Lin
arXiv preprint (arXiv'26)

HAServe: Horizon-Aware Scheduling and Memory Co-Design for Efficient LLM Serving [Paper]
Xingyu Qu, Tianhao Lin, Yiqi Li, Zhiyu Chen, and Sheng Wang
arXiv preprint (arXiv'26)

Team

Our lab at WHU always looks for high-motivated undergraduate students and interns/RA. If you are interested in topics about databases/LLM/AI infra/ML, feel free to contact Prof. Sheng Wang or email me directly. We can offer guidance and support within our means.

My experience in the lab has been highly rewarding. I have received excellent guidance and benefited from a supportive and collaborative lab environment. Along the way, I have developed practical insights into getting started with research in machine learning and database systems, and I am always open to research collaborations.

If you are a junior undergraduate student and would like to work with me, please fill out this form.

Undergraduate students working with me

Ziyi Tang, Wuhan University
Research: Systems for ML

Zhuoran Zhao, Beijing University of Posts and Telecommunications
Research: Context Management in agent systems

Jiezhuo Zhang, East China University of Science and Technology (Exchange Student at the University of California, Irvine)
Research: Context Management in agent systems

Yuanyuan Xu, Graduate Research Assistant, Westlake University
Research: Agent serving systems