Haodong Lu

CV synced date: 2024-07-25

New Territories, Hong Kong SAR ⋄ haodong.lu.me@gmail.com ⋄ Cell: +852-93416717

EDUCATION

Huazhong University of Science and Technology, New Territories, Hong Kong SAR

⋄ MPhil in Computer Science & Erg, expected July 2026Aug 2024 - present

Huazhong University of Science and Technology, Wuhan, Hubei, China

⋄ B.S. in Computer ScienceSep 2020 - Jun 2024

⋄ Cumulative GPA: 3.87 / 4.00

University of California, Berkeley, Berkeley, CA, USA

⋄ Exchange Program StudyJan 2023 - Jun 2023

⋄ Cumulative GPA: 4.00 / 4.00

EXPERIENCE

Research AssistantOct 2023 - Jul 2024

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 AssistantMay 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 AssistantJun 2022 - Apr 2023

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 and proposed a "Lasagne" strategy on Ethereum.

• Conducted several experiments to evaluate the strategy and optimized arbitrage speed (1.53x) 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 InternJan 2022 - Feb 2022 & Jul 2022 - Apr 2023

PDSL Team, Parallel Data Storage Laboratory, 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 AssistantOct 2020 - Dec 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 using Qt, C++, etc.

• Eliminated accumulated errors using AprilTags visual fiducial system, thus achieving centimeter-level positioning.

AWARDS & SCHOLARSHIPS

⋄ School Outstanding GraduateJul 2024

⋄ First Prize: 17th "Challenge Cup" National College Student Curricular Academic Science & Technology Works CompetitionApr 2022

⋄ Grand Prize: 13th Hubei Province "Challenge Cup" College Student Curricular Academic Science & Technology Works CompetitionMay 2021

⋄ Grand Prize: 8th "Qiushi Cup" College Student Academic Science & Technology Works CompetitionApr 2021

⋄ First Prize: 17th "Mindray Cup" College Student Robot Competition Apr 2021

⋄ School Merit Student ScholarshipOct 2021

⋄ School Innovation ScholarshipOct 2022

⋄ National Hisense ScholarshipMay 2022

⋄ National Huawei's "Smart Base" Scholarship May 2022

⋄ School Freshman Excellence ScholarshipApr 2021

⋄ School Freshman Self-improvement ScholarshipApr 2021

PUBLICATIONS

Lasagne: Exploring More Profitable Opportunities in Blockchain (Revised)

PATENTS

Perception-fused prosthetic hand (co-inventor), CN Patent CN215192638U, Issued Dec 17, 2021

• A fused perceptual prosthetic hand includes perceptual acquisition modules, perceptual feedback modules, and a prosthetic hand body, realizing moving and grabbing through electromyographic signals.

Grinding head for achieving self-adaptive flexible constant-force grinding function of grinding and pol- ishing unit (co-inventor), CN Patent CN214923415U, Issued Nov 30, 2021

• An industrial-grade grinding head for high-quality and high-precision flexible and constant-pressure machining on large variable-curvature workpiece surfaces.

SOCIETY MEMBERSHIPS

Team Dian, Hubei, China

• Leader of Web GroupSep 2021 - Present

• Led a "KIDPOSE" web project and implemented the back-end module using Java with Springboot.

• Built the team wiki and the official website.

Team FOCUS, Hubei, China

• LeaderOct 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

• MemberSep 2021 - Present

• Researched databases and distributed key-value storage with PingCAP company.

Organization Department of the School Youth Committee, Hubei, China

• Assistant of the Comprehensive Management Office Oct 2020 - Present

• Serviced voluntarily for public spaces and underrepresented groups.

• Organized large-scale conferences and cultural and sports activities.

• Coordinated the work of departments of the committee.

• Participated in 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.

SKILLS & LANGUAGES

⋄   Programming Languages:     Java, C++, Golang, C, JavaScript, NodeJS, Python, SQL, x86 Assembly.

⋄   Engineering Skills:                    Linux, MySQL, TiDB, Git

⋄   Markup Languages:                  LATEX, Markdown

⋄   Soft Skills:                                     Self-motivated, Naturally Curious, Excellent Communication Skills, Can-do Attitude

⋄   Languages:                                    Chinese (native), English (fluent)