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Chunyang Cheng 程春阳
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Status: Postdoc
Advisors: Xin Ma, Xiao-Jun Wu, Josef Kittler
Research Interest: Image Fusion
Institution: Jiangnan University
Location: Wuxi, China
E-mail: chunyang_cheng@jiangnan.edu.cn
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Experience
- 2025 ~ now Postdoc Translational Medicine Research Institute Jiangnan University, Wuxi, China
- 2024 ~ 2025 PhD Student International Joint Laboratory on Artificial Intelligence of Jiangsu Province Jiangnan University, Wuxi, China
- 2023 ~ 2024 Visiting Research PhD Student Centre for Vision, Speech and Signal Processing (CVSSP) University of Surrey, Guildford, UK
- 2022 ~ 2023 PhD Student International Joint Laboratory on Artificial Intelligence of Jiangsu Province Jiangnan University, Wuxi, China
- 2020 ~ 2022 Master Student International Joint Laboratory on Artificial Intelligence of Jiangsu Province Jiangnan University, Wuxi, China
- 2016 ~ 2020 Bachelor Degree School of Computer and Information Engineering Henan University, Kaifeng, China
Publications
- "EvaNet: Towards More Efficient and Consistent Infrared and Visible Image Fusion Assessment." IEEE TPAMI, 2026.
[paper] [Code]
- "Controllable Foundation Model for Visible and Infrared Image Fusion with All-in-One Bad Weather Removal." IEEE TMM, 2026.

- "Depth-Nutrition: A Novel Food Nutrition Prediction Framework Guided by Deconstruction of Physical Features." IEEE TMM, 2025.

- "SMLNet: A SPD Manifold Learning Network for Infrared and Visible Image Fusion." IJCV, 2025.
[paper] [Code]
- "Revisiting RGBT Tracking Benchmarks from the Perspective of Modality Validity: A New Benchmark, Problem, and Solution." IEEE TIP, 2025.
[paper] [Code]
- "S4Fusion: Saliency-aware Selective State Space Model for Infrared Visible Image Fusion." IEEE TIP, 2025.
[paper] [Code]
- "Serial Over Parallel: Learning Continual Unification for Multi-Modal Visual Object Tracking and Benchmarking." ACM MM, 2025.
[paper] [Code]
- "GrFormer: A Novel Transformer on Grassmann Manifold for Infrared and Visible Image Fusion." Information Fusion, 2025.
[paper]
- "One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion." CVPR, 2025.
[paper] [Code]
- "TextFusion: Unveiling the power of textual semantics for controllable image fusion." Information Fusion, 2025.
[paper] [Code]
- "FusionBooster: A Unified Image Fusion Boosting Paradigm." IJCV, 2025.
[paper] [Code]
- "Conti-Fuse: A novel continuous decomposition-based fusion framework for infrared and visible images." Information Fusion, 2025.
[paper] [Code]
- "SMFuse: Two-Stage Structural Map Aware Network for Multi-focus Image Fusion." ICPR, 2025.
[paper]
- "MMDRFuse: Distilled Mini-Model with Dynamic Refresh for Multi-Modality Image Fusion." ACM MM (oral), 2024.
[paper] [Code]
- "Learning Feature Restoration Transformer for Robust Dehazing Visual Object Tracking." IJCV, 2024.
[paper]
- "DePF: A novel fusion approach based on decomposition pooling for infrared and visible images." IEEE TIM, 2023.
[paper] [code]
- "LE2Fusion: A novel local edge enhancement module for infrared and visible image fusion." ICIG, 2023.
[paper] [code]
- "MUFusion: A general unsupervised image fusion network based on memory unit". Information Fusion, 2023.
[paper] [Code]
- "UNIFusion: A lightweight unified image fusion network". IEEE TIM, 2021.
[paper] [Code]
Awards & Projects
- 2025 President's Special Award, Jiangnan University
- 2025 Top Ten Graduate Students, Jiangnan University
- Chair, Completed, 2023 Postgraduate Research & Practice Innovation Program of Jiangsu Province
- 2021 National Scholarship for Graduate Students
- Silver Medal, 2019 ACM/ICPC International College Programming Competition Regional
- Silver Medal, 2018 China College Student Programming Competition (CCPC)
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