About me

Welcome! I am currently a Research Assistant Professor in the Department of Electrical and Electronic Engineering (EEE), The Hong Kong Polytechnic University (香港理工大学, PolyU). I am also working in the JC STEM Lab of Machine Learning and Computer Vision with Prof. CHAU Lap Pui. My research interests include Visual Information Processing, Egocentric Vision, Embodied Cognition, and Multimedia Forensics.

I received BEng in Electronic and Information Engineering and MEng in Signal and Information Processing from Northwestern Polytechnical University (西北工业大学, NPU), China, and earned PhD in the School of Electrical and Electronic Engineering (EEE) from Nanyang Technological University (南洋理工大学，NTU), Singapore, in 2021, supervised by Dr. CHAU Lap Pui, who worked as an A/P at NTU (till 2022) and is currently a Prof. at PolyU.

Prior to joining PolyU, I worked as a Research Fellow in EEE, NTU until March 2023 with PI A/P YAP Kim Hui. Prior to going to Singapore, I was involved in national projects and a robotics center at NPU, China, supervised by Prof. WAN Shuai and Prof. MEI Shaohui.

News

• [2025.02] Our paper was accepted at ICLR 2025 for Autonomous Driving: OccProphet: Pushing Efficiency Frontier of Camera-Only 4D Occupancy Forecasting with Observer-Forecaster-Refiner Framework with Code.
• [2025.01] We organized a special issue, Scene Analysis and Understanding in the Intelligent Transportation for Urban Area, in IEEE JSTARS (JCR Q1). Deadline: Jul 31, 2025.
• [2024.12] Two IEEE TMM (IF: 8.4) papers were accepted, WHANet: Wavelet-based Hybrid Asymmetric Network for Spectral Super-Resolution from RGB Inputs, and ByteNet: Rethinking multimedia file fragment classification through visual perspectives.
• [2024.11] We organized a special issue, Recent Advances in Multimodal Hyperspectral Remote Sensing, in Remote Sensing Journal (JCR Q1). Deadline: May 28, 2025.
• [2024.11] Our paper was accepted at IEEE TCSVT (IF: 8.3), SGIFormer: Semantic-guided and Geometric-enhanced Interleaving Transformer for 3D Instance Segmentation with code.
• [2024.10] Our paper was accepted at IEEE TCSVT (IF: 8.3), Open World Object Detection: A Survey with code.
• [2024.10] Outstanding Reviewer in ACM Multimedia 2024.
• [2024.09] Our paper was accepted at Information Fusion (IF: 14.7), A survey on occupancy perception for autonomous driving: The information fusion perspective with code.
• [2024.06] We got the champion of EPIC-Kitchens Challenges Multi-Instance Retrieval Track in CVPR 2024 Champion solution and paper link
• [2024.05] We chaired a special session in ISCAS 2024.
• [2024.04] We chaired a special session in ICASSP 2024.
• [2024.02] Our paper was accepted at Knowledge-based System (IF: 7.2), (Intra- and Inter-sector Contextual Information Fusion with Joint Self-Attention for File Fragment Classification with code.
• [2024.01] Our image captioning papers were accepted at Knowledge-based System and Remote Sensing, respectively, (Weakly-Supervised Grounded Image Captioning and Remote Sensing Image Change Captioning).
• [2023.10] I am one of Special Session Chair and Review Committee Members of the ISCAS 2024.
• [2023.09] We organized a special issue, AI-powered multimedia computing, in Multimedia Tools and Applications Journal, as Guest Editor.
• [2023.09] Our paper was accepted at NeurIPS 2023, Bitstream-corrupted Video Recovery: A Novel Benchmark Dataset and Method, with the dataset.
• [2023.09] I have been teaching the subject EIE546 Video Technology in PolyU.
• [2023.08] Our group has recruited 8 PhD students, 1 research fellow, and 1 MPhil student, and I am co-supervisor and supervisor. The lab’s website will be constructed.
• [2023.06] I have been working with Prof. CHAU Lap Pui in PolyU and constructing the JC STEM Lab of Machine Learning and Computer Vision.
• [2023.05] I was in the role of Associate Editor of The Visual Computer Journal.
• [2023.04] I joined the Hong Kong Polytechnic University (PolyU) as Research Assistant Professor.
• [2023.03] Our paper was accepted at CVPR 2023, Bitstream-corrupted image restoration with code.

Recruitment/招生

We are actively recruiting image/video processing, computer vision, 3D vision, and self-motivated PhD (including self-finance students) to join our research group at Hong Kong Polytechnic University. Strong candidates can contact me to be nominated for PolyU Presidential PhD Fellowship, Joint PhD Supervision Leading to PolyU degree, and Joint PhD Supervision in specific universities/institutes.