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  • Macau, China

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cdb342/README.md

Google Scholar University Email

👋 Hi there! I am a third-year Ph.D. Student at the University of Macau.
My research focuses on Computer Vision and Machine Learning.
My long-term goal is to build General World Models with inherent Spatial Intelligence. Currently, I explore Spatio-Temporal Representation Learning to enable machines to perceive, understand, and predict dynamic 3D environments from video streams.

📝 Selected Publications

  • [ICCV 2025] Semantic Causality-Aware Vision-Based 3D Occupancy Prediction
    Dubing Chen, Huan Zheng, Yucheng Zhou, Xianfei Li, Wenlong Liao, Tao He, Pai Peng, Jianbing Shen
  • [ICCV 2025] ALOcc: Adaptive Lifting-based 3D Semantic Occupancy and Cost Volume-based Flow Prediction
    Dubing Chen, Jin Fang, Wencheng Han, Xinjing Cheng, Junbo Yin, Chenzhong Xu, Fahad Shahbaz Khan, Jianbing Shen
  • [CVPR 2025] Rethinking Temporal Fusion with A Unified Gradient Descent View for 3D Semantic Occupancy Prediction
    Dubing Chen, Huan Zheng, Jin Fang, Xingping Dong, Xianfei Li, Wenlong Liao, Tao He, Pai Peng, Jianbing Shen
  • [IJCAI 2024] Evolutionary Generalized Zero-Shot Learning (Long Oral)
    Dubing Chen, Chenyi Jiang, Haofeng Zhang
  • [AAAI 2023] Deconstructed Generation-Based Zero-Shot Model
    Dubing Chen, Yuming Shen, Haofeng Zhang, Philip H.S. Torr
  • [IJCAI 2022] Zero-Shot Logit Adjustment
    Dubing Chen*, Yuming Shen*, Haofeng Zhang, Philip H.S. Torr

🏆 Competitions

  • 1st Place in CVPR 2025 Workshop of Autonomous Driving - AV2 Scenario Mining Challenge
  • 2nd Place in CVPR 2024 Workshop of Autonomous Driving - Track on Occupancy and Flow

🐍 Coding Activity

Popular repositories Loading

  1. ALOcc ALOcc Public

    [ICCV 2025] ALOcc: Adaptive Lifting-based 3D Semantic Occupancy and Cost Volume-based Flow Prediction

    Python 33 1

  2. GDFusion GDFusion Public

    [CVPR 2025] Rethinking Temporal Fusion with a Unified Gradient Descent View for 3D Semantic Occupancy Prediction

    Python 30 2

  3. IJCAI-2022-ZLA IJCAI-2022-ZLA Public

    Codes for IJCAI'2022 Paper: Zero-Shot Logit Adjustment

    Python 19 4

  4. CausalOcc CausalOcc Public

    [ICCV 2025] Semantic Causality-Aware Vision-Based 3D Occupancy Prediction

    17 1

  5. OccStudio OccStudio Public

    A unified framework for 3D Occupancy Prediction

    Python 14

  6. CFG_to_Greibach_to_NPDA CFG_to_Greibach_to_NPDA Public

    Python 5