Постдокторант
Д-р Юкиан Фу
Имейл: [email protected]
В момента съм постдокторант в INSAIT, София, България, където работя с проф. Люк Ван Гоол и д-р Данда Паудел. Преди това бях постдокторант в Computer Vision Lab (CVL), ETH Zürich, Швейцария, където също имах късмета да бъда наставляван от проф. Люк Ван Гоол.
Получих докторската си степен от School of Computer Science, Fudan University, Китай, през юни 2023 г., под ръководството на проф. Ю-Ганг Джианг и съвместно с проф. Янвей Фу. Преди това получих бакалавърската си степен по компютърни науки от Zhejiang University of Technology, Китай, през юни 2018 г.
Моите изследователски теми са компютърно зрение и дълбоко обучение. Интересувам се от трансферно обучение и мултимодално обучение. За трансферното обучение съм изследвал обучението с малко примери, трансфера между домейни и обучението с отворен речник; За мултимодалното обучение, заедно с талантливи колеги, активно изследваме мултисензорното сливане, обучението с множество задачи и задачите за зрение, свързани с егото.
2026
Kailing Li, Qi’ao Xu, Tianwen Qian, Yuqian Fu, Yang Jiao, Xiaoling Wang
Clivis: Unleashing cognitive map through linguistic-visual synergy for embodied visual reasoning
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026)
Bingwen Zhu, Bingwen_Zhu, Yuqian Fu, Qiaole Dong, Guolei Sun, Tianwen Qian, Yuzheng Wu, Danda Pani Paudel, Yanwei Fu, Xiangyang Xue
EgoSound: Benchmarking Sound Understanding in Egocentric Videos
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026)
Deheng Zhang, Yuqian Fu, Runyi Yang, Yang Miao, Tianwen Qian, Xu Zheng, Guolei Sun, Ajad Chhatkuli, Xuanjing Huang, Yu-Gang Jiang, Luc Van Gool, Danda Pani Paudel
EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark
In: The Fourteenth International Conference on Learning Representations (ICLR 2026)
2025
Jiancheng Pan, Yanxing Liu, Yuqian Fu, Muyuan Ma, Jiahao Li, Danda Pani Paudel, Luc Van Gool, Xiaomeng Huang
Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community
In: AAAI Conference on Artificial Intelligence (AAAI 2025)
Tim Broedermann, Christos Sakaridis, Yuqian Fu, Luc Van Gool
CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving Scenes
In: The IEEE Robotics and Automation Letters (RA-L)
Sicheng He, Zeyu Shangguan, Kuanning Wang, Yongchong Gu, Yuqian Fu, Yanwei Fu, Daniel Seita
Sequential Multi-Object Grasping with One Dexterous Hand
In: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2025)
Kuanning Wang, Yuqian Fu, Tianyu Wang, Yanwei Fu, Longfei Liang, Yu-Gang Jiang, Xiangyang Xue
RAG-6DPose: Retrieval-Augmented 6D Pose Estimation via Leveraging CAD as Knowledge Base
In: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2025)
Yuedong Tan, Zongwei Wu, Yuqian Fu, Zhuyun Zhou, Guolei Sun, Eduard Zamfi, Chao Ma, Danda Pani Paudel, Luc Van Gool, Radu Timofte
XTrack: Multimodal Training Boosts RGB-X Video Object Trackers
In: International Conference on Computer Vision (ICCV 2025)
Yuqian Fu, Runze Wang, Yanwei Fu, Danda Pani Paudel, Xuanjing Huang, Luc Van Gool
ObjectRelator: Enabling Cross-View Object Relation Understanding in Ego-Centric and Exo-Centric Videos
In: International Conference on Computer Vision (ICCV 2025)
Ada-Astrid Balauca, Sanjana Garai, Stefan Balauca, Rasesh Udayakumar Shetty, Naitik Agrawal, Dhwanil Subhashbhai Shah, Yuqian Fu, Xi Wang, Kristina Toutanova, Danda Pani Paudel, Luc Van Gool
Understanding Museum Exhibits using Vision-Language Reasoning
In: International Conference on Computer Vision (ICCV 2025)
Yung-Hsu Yang, Luigi Piccinelli, Mattia Segu, Siyuan Li, Rui Huang, Yuqian Fu, Marc Pollefeys, Hermann Blum, Zuria Bauer
3D-MOOD: Lifting 2D to 3D for Monocular Open-Set Object Detection
In: International Conference on Computer Vision (ICCV 2025)
Yu Li, Xingyu Qiu, Yuqian Fu, Jie Chen, Tianwen Qian, Xu Zheng, Danda Pani Paudel, Yanwei Fu, Xuanjing Huang, Luc Van Gool, Yu-Gang Jiang
Domain-RAG: Retrieval-Guided Compositional Image Generation for Cross-Domain Few-Shot Object Detection
In: The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025)
2024
Yuqian Fu, Yu Wang, Yixuan Pan, Lian Huai, Xingyu Qiu, Zeyu Shangguan, Tong Liu, Yanwei Fu, Luc Van Gool, Xingqun Jiang
Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector
In: The European Conference on Computer Vision (ECCV 2024)
