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Huan Zheng 郑欢 |
Bio
Hello, I am currently pursuing a Ph.D. in computer science at the State Key Laboratory of Internet of Things for Smart City (SKL-IOTSC), University of Macau, under the supervision of Prof Jianbing Shen. I am interested in medical image analysis, medical large language model and medical agentic system. I am always open for research discussions and collaborations.Publications
†Equal Contribution, * Corresponding Author(s)
Dubing Chen, Huan Zheng, Yucheng Zhou, Xianfei Li, Wenlong Liao, Tao He, Pai Peng and Jianbing Shen*, Semantic Causality-Aware Vision-Based 3D Occupancy Prediction, IEEE/CVF International Conference on Computer Vision (ICCV) 2025.
Huan Zheng†, Wencheng Han† and Jianbing Shen*, Decoupling Fine Detail and Global Geometry for Compressed Depth Map Super-Resolution, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2025.
Dubing Chen, Huan Zheng, Jin Fang, Xingping Dong, Xianfei Li, Wenlong Liao, Tao He, Pai Peng, Jianbing Shen*, Rethinking Temporal Fusion with A Unified Gradient Descent View for 3D Semantic Occupancy Prediction, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2025.
Huan Zheng, Zhao Zhang*, Jicong Fan, Richang Hong, Yi Yang, and Shuicheng Yan, Decoupled Cross-Scale Cross-View Interaction for Stereo Image Enhancement in The Dark, ACM International Conference on Multimedia (ACM MM) 2023.
Huan Zheng, Zhao Zhang*, Haijun Zhang, Yi Yang, Shuicheng Yan and Meng Wang, Deep Multi-Resolution Mutual Learning for Image Inpainting, ACM International Conference on Multimedia (ACM MM) 2022.
Zhao Zhang*, Huan Zheng, Richang Hong, Mingliang Xu, Shuicheng Yan and Meng Wang, Deep Color Consistent Network for Low Light-Image Enhancement, IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR) 2022.
Huan Zheng, Zhao Zhang*, Yang Wang, Zheng Zhang, Mingliang Xu, Yi Yang and Meng Wang, GCM-Net: Towards Effective Global Context Modeling for Image Inpainting, ACM International Conference on Multimedia (ACM MM) 2021.
Preprints
Jikai Wang†, Huan Zheng† and Jianbing Shen, CubeFormer: A Simple yet Effective Baseline for Lightweight Image Super-Resolution, arXiv 2024.
Hongjun Chen, Wencheng Han, Huan Zheng and Jianbing Shen, RAWMamba: Unified sRGB-to-RAW De-rendering With State Space Model, arXiv 2024.
Huan Zheng†, Wencheng Han†, Tianyi Yan, Cheng-zhong Xu and Jianbing Shen, Breaking Down Monocular Ambiguity: Harnessing Temporal Evolution for 3D Lane Detection, arXiv 2024.
Awards
- 2025 The 1st place award for the CVPR 2025 WAD AV2 Scenario Mining Challenge
- 2024 The 1st place award for the ECCV 2024 AIM Compressed Depth Upsampling Challenge
- 2023 Outstanding Graduate Student, Anhui Province
- 2023 Outstanding Graduate Student, Hefei University of Technology
- 2022 Anhui Provincial Postgraduate Innovation Star
- 2022 National Scholarship
- 2021 National Scholarship
Services
Conference Reviewer
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (2023-2025)
- IEEE International Conference on Computer Vision (ICCV) (2023, 2025)
- European Conference on Computer Vision (ECCV) (2024)
- Conference on Neural Information Processing Systems (NeurIPS) (2024, 2025)
- Annual Meeting of the Association for Computational Linguistics (ACL) (2025)
- ACM International Conference on Multimedia (ACM MM) (2023-2025)
- AAAI Conference on Artificial Intelligence (AAAI) (2026)
- International Joint Conference on Artificial Intelligence (IJCAI) (2025)
- International Conference on Artificial Intelligence and Statistics (AISTATS) (2025)
- European Conference on Artificial Intelligence (ECAI) (2025)
- British Machine Vision Conference (BMVC) (2021)
- ACM International Conference on Multimedia in Asia (MM Asia) (2025)
- Asian Conference on Computer Vision (ACCV) (2024)
- Medical Imaging with Deep Learning (MIDL) (2025)
- International Joint Conference on Neural Networks (IJCNN) (2025)
Journal Reviewer
- IEEE Transactions on Image Processing (TIP)
- IEEE Transactions on Big Data (TBD)
- Information Fusion (INFFUS)
- Pattern Recognition (PR)
- Neural Networks (NN)
- Information Science (IN)
- Knowledge-Based Systems (KBS)
- Expert Systems With Applications (ESWA)
- Frontiers of Computer Science (FCS)
- Applied Intelligence (APIN)
© Huan Zheng