EDUCATION
Huazhong University of Science and Technology, Hubei, China
⋄ B.S. in Computer Science, expected July 2024 2020 - Present
⋄ Cumulative GPA: 3.87 / 4.00
University of California, Berkeley, Berkeley, CA, USA
⋄ Exchange Program Study, Jan 2023 - Jun 2023
⋄ Cumulative GPA: 4.00 / 4.00
EXPERIENCE
Research Assistant, Oct 2023 - Present
Big Data \& System Team, Key Laboratory of Service Computing and Systems Ministry of Education & Amp, Huazhong Uni. of Science & Tech., Wuhan, Hubei, China
- Co-leading the research of “RPAttention”, an optimization of KVCache memory management policy for LLM.
- Exploring more optimizations of the operation of LLM based on compilation techniques.
Research Assistant, May 2023 - Aug 2023
Database Group, University of Wisconsin–Madison., Madison, WI, USA (Hybrid)
- Re-implemented the main part of the tile-based lightweight integer compression in GPU with the optimization.
- Explored more efficient bit-packing compression and optimization techniques in the context of GPU.
Research Assistant, Jun 2022 - Present
Distributed Systems Team, Key Laboratory of Service Computing and Systems Ministry of Education & Amp, Huazhong Uni. of Science & Tech., Wuhan, Hubei, China
- Co-led the research of extending the sandwich arbitrage strategy to a “Lasagne” strategy.
- Carried out several experiments to achieve substantial optimization of arbitrage speed and accuracy.
- Developed an efficient arbitrage system for the “Lasagne” strategy and the related paper.
- Led a “XETH” project: An open-source platform for Ethereum data intelligence analysis and management.
Research Assistant, Jan 2022 - Feb 2022 & Jul 2022 - Present
PDSL team, PingCAP Inc. \& The Wuhan National Lab for Optoelectronics., Wuhan, Hubei, China
- Participated in the Talent Plan of PingCAP Inc. and completed the TinyKV project.
- Co-Realized offloading the compaction operation of LSM-tree to the DPU hardware accelerators based on RocksDB.
- Implement a simple RDMA-based RPC and co-developed a lightweight client-server file system running separately on DPU and CPU.
- Contributed to the paper “DComp: Efficient Offload of LSM-tree Compaction with Data Processing Units”.
- Exploring more efficient and smarter Offload of Compaction with AI (RL \& LLM) and new hardware.
Research Assistant, Oct 2020 - Nov 2021
Key Laboratory of Digital Manufacturing Equipment and Technology, Wuhan, Hubei, China
- Co-developed an adsorption mobile processing robot system for large-scale aircraft variable-curvature skin.
- Co-invented a perception-fused prosthetic hand, responsible for developing perceptual acquisition modules and perceptual feedback modules.
- Developed desktop and web applications tracking and displaying robots’ real-time position.
- Eliminated accumulated errors using AprilTags visual fiducial system, thus achieving centimeter-level positioning.
AWARDS & SCHOLARSHIPS
⋄ First Prize: 17th “Challenge Cup” National College Student Curricular Academic Science & Technology Works Competition, Apr 2022
⋄ Grand Prize: 13th Hubei Province “Challenge Cup” College Student Curricular Academic Science & Technology Works Competition, May 2021
⋄ Grand Prize: 8th “Qiushi Cup” College Student Academic Science & Technology Works Competition, Apr 2021
⋄ First Prize: 17th “Mindray Cup” College Student Robot Competition, Apr 2021
⋄ School Merit Student Scholarship, Oct 2021
⋄ School Innovation Scholarship, Oct 2022
⋄ National Hisense Scholarship, May 2022
⋄ National Huawei’s “Smart Base” Scholarship, May 2022
⋄ School Freshman Excellence Scholarship, Apr 2021
⋄ School Freshman Self-improvement Scholarship, Apr 2021
PUBLICATIONS
Lasagne: Exploring More Profitable Opportunities in Blockchain (Revised)
SOCIETY MEMBERSHIPS
Team Dian, Hubei, China
- Leader of Web Group, Sep 2021 - Present
- Led a “kidpose” project, built team wiki and the official website.
Team FOCUS, Hubei, China
- Leader, Oct 2020 - Present
- Daily organization and management of the team.
- Led projects about amphibious robots and the web.
- Led the Preparation for the 17th “Challenge Cup” National Competition.
Team STAR, Hubei, China
- Member, Sep 2021 - Present
- Research on databases and distributed key-value storage.
Organization Department of the School Youth Committee, Hubei, China
- Assistant of the Comprehensive Management Office, Oct 2020 - Oct 2021
- Organized large-scale conferences and cultural and sports activities.
- Coordinated the work of departments of the committee.
- Volunteer activities including Campus Health Maintenance and Hometown cleaning.
- Social practice activities including high-school presentations and the “Three Rural Areas” Social Practice.
- Gained the prize of School Excellent Practice Individual in July 2021.