Chuhao Zhou

Hi there! Welcome to my personal pages!

I am Chuhao Zhou, a second-year Ph.D. student at the Nanyang Technological University, affiliated with the remarkable MARS Lab @ NTU. I am honoured to work under the supervision of Prof. Jianfei Yang.

Before joining MARS Lab, I completed my B.E. and M.S. degrees at Harbin Institute of Technology, Shenzhen, where I worked at the BRC Lab under the supervision of Prof. Guangming Lu and Prof. Jinxing Li.

My research interests currently lie in Multimodal AI and Robotics Perception, especially the multimodal perception, reasoning, and planning for robots.

Please feel free to check my CV.

News

• 2025 Sep: (Paper) One paper is accepted by NeurIPS 2025.
• 2024 Sep: (Award) We won the first place in Track 1 at ECCV-24 Data Distillation Challenge.
• 2024 Aug: (Experience) Joined MARS Lab @ NTU to start my Ph.D. journey!
• 2024 Mar: (Experience) Joined Computer Vision and Robotics (CVR) Group @ IDEA as a research intern and worked on open-set objects detection under the supervision of Dr. Zhaoyang Zeng. He is a very nice person!
• 2023 Oct: (Paper) One paper is accepted by ACM MM 2023 as Oral Paper.

Selected Publications

	HoloLLM: Multisensory Foundation Model for Language-Grounded Human Sensing and Reasoning. Chuhao Zhou, Jianfei Yang. Neural Information Processing Systems (NeurIPS), 2025. [paper] [code] Propose HoloLLM, the first work to align MLLM with rare sensing modalities to achieve seamless human perception and reasoning with language grounded.
	Video-based Visible-Infrared Person Re-Identification via Style Disturbance Defense and Dual Interaction. Chuhao Zhou, Jinxing Li, Huafeng Li, Guangming Lu, Yong Xu, Min Zhang. ACM International Conference on Multimedia (ACM MM), Oral, 2023. [paper] [code] [video] Learn more comprehensive person sequential features that are invariant to both intra- and inter-modal discrepancies from a novel style disturbance and defense perspective.

Honors

• NTU Research Scholarship.
  2024
• China National Scholarship. (Top-1% in 176 students)
  2023
• HIT 1st Academic Scholarship.
  2021, 2022, 2023

Service

• Conference Reviewer: ECCV, AAAI, ACM MM.

  Journal Reviewer: TIP.

Acknowledgment

I have been fortunate to work with these wonderful people who generously provided me with mentorship.

@ IDEA-CVR Dr. Zhaoyang Zeng

© Chuhao