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Jinyu Chen
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Jinyu Chen (陈金宇)

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Ph.D. Candidate

Department of Computing (COMP)

Faculty of Engineering

The Hong Kong Polytechnic University


Office: PQ 605, PQ Wing, PolyU, Kowloon, Hong Kong SAR.
Email: jinyu.chen [at] connect.polyu.hk
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I am actively seeking full-time opportunities in AI and LLMs in academia and industry, with a particular focus on Multi-Modal LLMs. I would greatly appreciate any recommendations or referrals.

Biography

I am pursuing my Ph.D. degree in the Department of Computing at Hong Kong Polytechnic University (香港理工大学), supervised by Prof. Wenchao Xu and Prof. Song Guo (Fellow of IEEE). I am also a research student in PEILab. I received my M.E. degree in computer science and technology from Sun Yat-sen University, supervised by Prof. Di Wu and Prof. Miao Hu in NetLab, and B.E. degree in software engineering from Xidian University, ranking top 10%.

Research Topics

  • Multi-Modal Models: Specific topics like Vision Transformer, Video LLMs and their applications.

  • Efficient AI: Specific topics like token pruning and sparse attention.

  • Video streaming/analysis: Specific topics like 360-degree video streaming and video streaming with super resolution.

Education Background

  • Ph.D.: The Hong Kong Polytechnic University, Sep. 2022 - Sep. 2025 (Expected)
    Supervisor: Prof. Wenchao Xu and Prof. Song Guo, IEEE Fellow.

  • M.E.: Sun Yat-sen University, Sep. 2019 - Jun. 2022
    Supervisor: Prof. Di Wu and Prof. Miao Hu.

  • B.E.: Xidian University, Sep. 2015 - Jun. 2019
    85.5/100, ranking top 10%.

Research & Work Experience

Research Student @ HyScaleLab, Nanyang Technological University.

  • Project: Optimization for Video LLM Inference System.

  • Leaded by Prof. Dmitrii Ustiugov.

  • Oct. 2024 - Apr. 2025, Singapore.

Research Student @ PEILab, The Hong Kong Polytechnic University.

  • Project: An elastic serving system for transformer model.

  • Leaded by Prof. Song Guo.

  • Sep. 2022 - Present, Hung Hom, Hong Kong SAR, China.

Research Student @ NetLab, Sun Yat-sen University.

  • Project: Optimization for 360-degree video streaming.

  • Leaded by Prof. Di Wu.

  • Sep. 2019 - Jun. 2022, Guangzhou, China.

Video Algorithm Intern @ Agora.

  • Project: Optimization for Real-time 360-degree video streaming.

  • Jul. 2021 - Aug. 2021, Shanghai, China.

Award

  • International Collaborative Research Fellowship, PolyU, 2024

  • The Most Appreciated Teaching Assistant (MATA) Award, PolyU, 2024

  • IEEE VTC2023-Fall Volunteer Service Award, IEEE Vehicular Technology Society, 2023.

  • PolyU Postgraduate Scholarship, The Hong Kong Polytechnic University, 2022.

  • The Second Class Scholarship, Sun Yat-sen University, 2019.

  • Outstanding Graduate, Xidian University, 2019.

  • The Second Class Scholarship, Xidian University, 2016-2018.

  • Merit Student, Jieyang No.1 High School, 2015.

Reviewer

  • IEEE Transactions on Computers

  • IEEE Transactions on Mobile Computing

  • IEEE Transactions on Wireless Communications

  • IEEE Transactions on Circuits and Systems for Video Technology