About Me

I am a final-year Ph.D. student at the Department of Computer Science and Engineering at the Chinese University of Hong Kong (CUHK), supervised by Prof. Chi-Wing FU, Philip, working with Prof. Yun-Hui Liu via the Hong Kong Centre for Logistics Robotics. My research interests mainly focus on robotic manipulation. I’m also fortunate to work remotely with Prof. Mingyu Ding from University of North Carolina at Chapel Hill. I received my Master’s degree and Bachelor’s degree at Sun Yat-sen University (SYSU), where I was supervised by Prof. Wei-Shi Zheng and worked on video-based human action assessment.

News

  • 2026.02:   One paper is accepted to CVPR 2026.
  • 2026.01:   One paper is conditionally accepted to T-RO.
  • 2025.01:   One paper is accepted to ICRA 2025.
  • 2024.03:   One paper is accepted to RA-L 2024.

Selected Publications

2025

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OPA-Pack: Object-Property-Aware Robotic Bin Packing

Conditionally Accepted (T-RO), 2025

Jia-Hui Pan, Yeok Tatt Cheah, Zhengzhe Liu, Ka-Hei Hui, Xiaojie Gao, Pheng-Ann Heng, Yun-Hui Liu, Chi-Wing Fu

[Paper]| Video | Code | BibTex

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Embodiment-Agnostic Action Planning via Object-Part Scene Flow

IEEE International Conference on Robotics and Automation (ICRA), 2025

Weiliang Tang, Jia-Hui Pan, Wei Zhan, Jianshu Zhou, Huaxiu Yao, Yun-Hui Liu, Masayoshi Tomizuka, Mingyu Ding, and Chi-Wing Fu

Paper | Video | Code | BibTex

2024

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PPN-Pack: Placement Proposal Network for Efficient Robotic Bin Packing

IEEE Robotics and Automation Letters (RA-L), vol. 9, no. 6, pp. 5086-5093, 2024

Jia-Hui Pan, Xiaojie Gao, Ka-Hei Hui, Shize Zhu, Yun-Hui Liu, Pheng-Ann Heng, and Chi-Wing Fu

Paper | Video | Code | BibTex

2023

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SDF-Pack: Towards Compact Bin Packing with Signed-Distance-Field Minimization

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023

Jia-Hui Pan, Ka-Hei Hui, Xiaojie Gao, Shize Zhu, Yun-Hui Liu, Pheng-Ann Heng, and Chi-Wing Fu

Paper | Video | Code | BibTex

2021

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Adaptive Action Assessment

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

Jia-Hui Pan, Jibin Gao, and Wei-Shi Zheng

Paper | Code | BibTex

2019

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Action Assessment by Joint Relation Graphs

IEEE/CVF International Conference on Computer Vision (ICCV), (Oral) 2019

Jia-Hui Pan, Jibin Gao, and Wei-Shi Zheng

Paper | Code | BibTex

Education

  • 2021.08 ~ Present, Ph.D. Student, The Chinese University of Hong Kong (CUHK)
  • 2018.08 - 2021.06, M.Phil., Sun Yat-sen University (SYSU)
  • 2014.08 - 2018.06, B.Sc., Sun Yat-sen University (SYSU)