Jialiang Zhang

Jialiang Zhang

Ph.D. student, The University of Hong Kong

I am a Ph.D. student in Computing and Data Science at The University of Hong Kong (HKU), supervised by Prof. Yuan Cao. My research focuses on AI4Earth and multimodal large language models (MLLMs), with an emphasis on AI for data assimilation, Arctic sea ice prediction, and MLLMs for streaming video understanding and reasoning.

Previously, I received my M.S. and B.S. degrees from Ocean University of China, working withProf. Feng Gao in the OUC AI Lab, and visited Eastern Institute of Technology, Ningbo, withProf. Xiaoyu Shen.See my publications on Google Scholar.

News

  • Started my Ph.D. at The University of Hong Kong (HKU).
  • Two papers accepted at CVPR 2026.
  • Completed my academic visit at EIT.
  • Third Class Prize, China Graduate AI Innovation Competition.
  • Started my academic visit at EIT.
  • A paper published in TGRS.

Publications

Think-as-You-See

Think-as-You-See: Streaming Chain-of-Thought Reasoning for Large Vision-Language Models

CVPR, 2026arXiv

Jialiang Zhang, Junlong Tong, Junyan Lin, Hao Wu, Yirong Sun, Yunpu Ma, Xiaoyu Shen

UTPTrack

UTPTrack: Towards Simple and Unified Token Pruning for Visual Tracking

CVPR, 2026arXiv

Hao Wu, Xudong Wang, Jialiang Zhang, Junlong Tong, Xinghao Chen, Junyan Lin, Yunpu Ma, Xiaoyu Shen

PDPM

Probing the Difficulty Perception Mechanism of Large Language Models

arXiv PreprintarXiv

Sunbowen Lee, Qingyu Yin, Chak Tou Leong, Jialiang Zhang, Yicheng Gong, Xiaoyu Shen

SICFN

Frequency-Compensated Network for Daily Arctic Sea Ice Concentration Prediction

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025arXiv

Jialiang Zhang, Feng Gao, Yanhai Gan, Junyu Dong, Qian Du

Honors and Awards

  • 2026 SH Scholarship, The University of Hong Kong.
  • 2026.04 Graduate Science and Technology Innovation Scholarship.
  • 2026.01 Outstanding Graduate.
  • 2025.10 BYD Scholarship.
  • 2025.10 China Graduate AI Innovation Competition, Third Class Prize.
  • 2024.12 The 2nd Greater Bay Area AI For Science Technology Competition, Second Class Prize.
More honors and awards
  • 2024.09 Outstanding Graduate Student Cadre of Ocean University of China.
  • 2022 ASC Student Supercomputer Challenge, Second Class Prize.
  • 2022.11 Outstanding Students of Ocean University of China.
  • 2022.05 Mathematical Contest In Modeling & Interdisciplinary Contest In Modeling(MCM/ICM) Honorable Mention.
  • 2022.05 Ocean University of China Third Class Scholarship.
  • 2021.05 Ocean University of China Third Class Scholarship.
  • 2020.05 Outstanding Youth League Member of Ocean University of China.

Education

  • 2026.09 – present
    The University of Hong Kong
    Ph.D. in Computing and Data Science · Supervisor: Prof. Yuan Cao
  • 2025.06 – 2025.12
    Eastern Institute of Technology, Ningbo
    Visiting Scholar · Supervisor: Prof. Xiaoyu Shen
  • 2023.08 – 2026.07
    Ocean University of China
    M.S. in Software Engineering · Supervisor: Prof. Feng Gao
  • 2019.09 – 2023.06
    Ocean University of China
    B.S. in Computer Science and Technology

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