Juzheng Zhang

1st-year PhD student in Computer Science

Juzheng Zhang's Profile Image

I am a 1st-year PhD student in Computer Science at the University of Maryland, College Park, working with Prof. Tom Goldstein. I am interested in various topics within machine learning, with a particular emphasis on large-scale models, focusing on enhancing their scalability, efficiency, and applicability to complex real-world tasks. Before joining UMD, I graduated with honors from Shanghai Jiao Tong University, where I earned a Bachelor’s degree in Electrical Engineering.

I’m always open to internship opportunities or research collaborations—feel free to reach out! 🤝

📧 Email: juzheng [at] umd [dot] edu

Selected Publications

  1. arXiv
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    LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation
    Juzheng Zhang, Jiacheng You, Ashwinee Panda, and Tom Goldstein
    arXiv preprint arXiv:2504.07448, 2025
    PAPER Code Model Thread
  2. arXiv
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    UniMoT: Unified Molecule-Text Language Model with Discrete Token Representation
    Juzheng Zhang, Yatao Bian, Yongqiang Chen, and Quanming Yao
    arXiv preprint arXiv:2408.00863, 2024
    PAPER Website
  3. KDD
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    Heuristic Learning with Graph Neural Networks: A Unified Framework for Link Prediction
    Juzheng Zhang, Lanning Wei, Zhen Xu, and Quanming Yao
    In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
    PAPER Code

Honors and Awards

  • Dean’s Fellowship, University of Maryland, 2024
  • Outstanding Graduate, Shanghai Jiao Tong University, 2023
  • Shanghai Government Scholarship, Shanghai Government, 2021
  • Academic Excellence Scholarship, Shanghai Jiao Tong University, 2020, 2021, 2022
  • Zhiyuan Honor Scholarship, Shanghai Jiao Tong University, 2019, 2020, 2021, 2022
  • Meritorious Winner, International Mathematical Contest in Modeling, 2021

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