Scholar
Chang Xu
Google Scholar ID: tP8H-hsAAAAJ
EPFL
Citations & Impact
Citations
1,605
H-index
10
i10-index
10
Publications
20
Co-authors
11
list available
Contact
Resume (English only)
Academic Achievements
- [{'Paper': 'Oriented Tiny Object Detection: A Dataset, Benchmark, and Dynamic Unbiased Learning.', 'Conference/Journal': 'arxiv', 'Time': '2024'}, {'Paper': 'Dynamic Coarse-to-Fine Learning for Oriented Tiny Object Detection.', 'Conference/Journal': 'CVPR', 'Time': '2023'}, {'Paper': 'RFLA: Gaussian Repective Field based Label Assignment for Tiny Object Detection.', 'Conference/Journal': 'ECCV', 'Time': '2022'}, {'Paper': 'Detecting Tiny Objects in Aerial Images: A Normalized Wasserstein Distance and A New benchmark.', 'Conference/Journal': 'ISPRS Journal of Photogrammetry and Remote Sensing', 'Time': '2022'}, {'Paper': 'Dot Distance for Tiny Object Detection in Aerial Images.', 'Conference/Journal': 'EarthVision (CVPRW)', 'Time': '2021'}, {'Award': 'Best Presentation Award', 'Conference': 'ICDIP 2023', 'Time': '2023-05'}]
Research Experience
- [{'Position': 'PhD Student', 'Institution': 'ECEO lab, EPFL', 'Time': '2024-'}, {'Project': 'Multi-Sensor Remote Sensing Foundation Model', 'Conference/Journal': 'ICCV 2025', 'Time': '2025-06'}, {'Project': 'Open World Event-based Object Detection', 'Conference/Journal': 'IEEE TPAMI', 'Time': '2025-05'}, {'Project': 'Minimizing Sample Redundancy for Label-efficient Aerial Object Detection', 'Conference/Journal': 'IEEE TGRS', 'Time': '2025-04'}, {'Project': 'Semi-supervised Small Object Detection', 'Conference/Journal': 'ISPRS JPRS', 'Time': '2025-02'}, {'Project': 'Cross-view Geo-localization', 'Conference/Journal': 'IEEE TGRS', 'Time': '2024-07'}, {'Project': 'Robust Cross-view Geo-localization', 'Conference/Journal': 'ECCV 2024', 'Time': '2024-07'}, {'Project': 'Aerial Object Tracking', 'Conference/Journal': 'IGARSS 2024', 'Time': '2024-03'}, {'Project': 'Object Tracking with Distraction', 'Conference/Journal': 'ISPRS JPRS', 'Time': '2024-03'}, {'Project': 'Drone-based RGBT Person Detection', 'Conference/Journal': 'ISPRS JPRS', 'Time': '2023-08'}, {'Project': 'Fast-moving Event-based Object Detection', 'Conference/Journal': 'IEEE TIM', 'Time': '2023-04'}, {'Project': 'Oriented Tiny Object Detection', 'Conference/Journal': 'CVPR 2023', 'Time': '2023-03'}, {'Project': 'Generic Tiny Object Detection', 'Conference/Journal': 'ECCV 2022', 'Time': '2022-07'}, {'Project': 'Tiny Object Detection Dataset, Benchmark and Method', 'Conference/Journal': 'ISPRS JPRS', 'Time': '2022-06'}, {'Project': 'Tiny Object Detection in Aerial Imagery', 'Conference/Journal': 'EarthVision 2021 (CVPR)', 'Time': '2021-04'}]
Education
- [{'Degree': 'PhD', 'University': 'EPFL', 'Country': 'Switzerland', 'Time': '2024-', 'Advisor': 'Devis Tuia'}, {'Degree': 'Exchange Master Student', 'University': 'EPFL', 'Country': 'Switzerland', 'Time': '2023'}, {'Degree': 'M.Sc in Information and Communication Engineering', 'University': 'Wuhan University', 'Country': 'China', 'Time': '2021-2024', 'Advisor': 'Wen Yang'}, {'Degree': 'Winter School', 'University': 'University of Oxford', 'Country': 'UK', 'Time': '2020'}, {'Degree': 'B.Sc in Electronic Information Engineering', 'University': 'Wuhan University', 'Country': 'China', 'Time': '2017-2021', 'Advisor': 'Wen Yang'}]
Background
- Currently a PhD student at the ECEO lab, EPFL, focusing on super-resolving and understanding extreme climate events (e.g., heatwaves, drought, and wildfires) using deep learning. Prior to that, obtained Bachelor's and Master's degrees from the Electronic Information School, Wuhan University, under the supervision of Prof. Wen Yang, gaining extensive research experience.
