Luchen Zhou

Curriculum Vitae

A concise academic profile for applications, collaborations, and research communication.

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Education

Academic Background

National University of Defense Technology

Ph.D. Student in Large Language Model Acceleration, College of Computer, Key Laboratory of Advanced Microprocessor Chips and Systems

Sep. 2023 - Present | Changsha, China

Xiamen University

B.S. in Software Engineering, GPA 3.72/4.00, Rank 2/56

Sep. 2019 - Jun. 2023 | Xiamen, China

Experience

Research and Internship

Software Framework Optimization for Long-Sequence LLM Inference

Developed the MGBH framework for long-sequence inference acceleration with dynamic memory management and bit-level aggregation.

Jun. 2025 - Dec. 2025

Algorithmic Optimization for Long-Sequence LLM Inference

Studied SVD compression, dynamic head routing, and sliding-window strategies for efficient inference.

May 2024 - May 2025

Tencent PCG Video Technology, Platform Product Group

Optimized an internal data platform with Hadoop and Spark; contributed to a data privacy protection patent filing.

Aug. 2020 - Oct. 2020

Recognition

Honors and Awards

First-Class University Scholarship

Received for three consecutive years: 2020, 2021, and 2022.

Second Prize, China-Malaysia Youth Innovation and Entrepreneurship Competition

Recognized for innovation capability and project quality.