Curriculum vitae

Eric Rongjun Ye(叶荣俊)

Student Research Assistant, PolyU X AI Lab

The Hong Kong Polytechnic University · Hong Kong

rongjun.ye@connect.polyu.hk

Education

Aug 2024 – May 2027

Bachelor of Science (Data Science and Analytics)

The Hong Kong Polytechnic University, Hong Kong. GPA 3.73/4.30. Early graduation.

Research

Efficient machine learning systems: model inference and acceleration, model compression and efficient algorithms, GPU computing and hardware-aware machine learning, statistical machine learning and optimization.

Project

Feb 2026 – Present

MatOpt

An agent development environment for mathematics, statistics, machine learning, and CS. Conversation, a persistent Python kernel, document reading, verification, skills, and MCP tools.

Sep 2025 – Present

K-Cube

Full-stack software engineer at PolyU X AI Lab.

Research

Aug 2026

Slides2MindMap

arXiv:2608.00610. Reconstructing cognitively efficient knowledge hierarchies from lecture slides. With Yuzhi Wang, Shengyuan Chen, Huachi Zhou, Jiaqi Bai, Chuang Zhou, Zhicong Hong, and Xiao Huang.

Professional experience

Aug 2025 – Sep 2025

Hong Kong Monetary Authority

Analyst programmer, supervised by Wickson Hui. Left to continue study.

Sep 2025 – Aug 2026

GDG on Campus PolyU

Tech lead of GDG on Campus at The Hong Kong Polytechnic University.

Research affiliation

Sep 2025 – Present

PolyU X AI Lab

Student research assistant, supervised by Prof. Xiao Huang.

Aug 2026 – Sep 2026

TMLR Group, HKBU

Research intern in the Trustworthy Machine Learning and Reasoning Group, mentored by Zhanke Zhou and Chentao Cao. The group is supervised by Prof. Bo Han.

Talks

26 Feb 2026

Build With AI: How to AI Right

A workshop on choosing AI tools and prompting them for the result you want. GDG on Campus PolyU.

Advisors

Research supervisor

Prof. Xiao Huang

PolyU X AI Lab, Department of Computing

Capstone supervisor

Prof. Korris Chung Fu Lai

Associate Professor, Department of Data Science and Artificial Intelligence Joint appointment with the Department of Computing

Academic advisor

Prof. Binyan Jiang

Associate Head (Teaching) and Professor, Department of Data Science and Artificial Intelligence

Academic advisor

Prof. Xiaoqi Yang

Professor, Department of Applied Mathematics

Honors

2024/25

Dean's Honours List

The Hong Kong Polytechnic University

2024

Full Entry Scholarship

The Hong Kong Polytechnic University

2024

Student Support Scholarship

The Hong Kong Polytechnic University

2024

Department of Applied Mathematics Scholar

Department of Applied Mathematics, PolyU

2024

PolyU Scholar

The Hong Kong Polytechnic University

Service

WSDM 2027

Program Committee Member

ADMA 2026

Reviewer

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