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Recent Publications

WeatherPrompt: Multi-modality Representation Learning for All-Weather Drone Visual Geo-Localization
Jiahao Wen, Hang Yu, Zhedong Zheng
NeurIPS, 2025 PDF Code

VimoRAG: Video-based Retrieval-augmented 3D Motion Generation for Motion Language Models
Haidong Xu, Guangwei Xu, Zhedong Zheng, Xiatian Zhu, Wei Ji, Xiangtai Li, Ruijie Guo, Meishan Zhang, Min Zhang, Hao Fei
NeurIPS, 2025

Video2BEV: Transforming Drone Videos to BEVs for Video-based Geo-localization
Hao Ju, Shaofei Huang, Si Liu, Zhedong Zheng
IEEE/CVF International Conference on Computer Vision (ICCV), 2025 PDF Code 中文解读

UniAD: Integrating Geometric and Semantic Cues for Unified Anomaly Detection
Xiaodong Wang, Hongmin Hu, Fei Yan, Junwen Lu, Zhiqiang Zeng, Weidong Hong, Zhedong Zheng
ACM International Conference on Multimedia (ACM MM), 2025 PDF

Scale Up Composed Image Retrieval Learning via Modification Text Generation
Yinan Zhou, Yaxiong Wang, Haokun Lin, Chen Ma, Li Zhu, Zhedong Zheng
IEEE Transactions on Multimedia (TMM), 2025 PDF

Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection
Ruiyang Zhang, Hu Zhang, Zhedong Zheng
IEEE/CVF International Conference on Computer Vision (ICCV), 2025 PDF Code

From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search
Jintao Sun, Hao Fei, Gangyi Ding, Zhedong Zheng
ACM Web Conference (ACM WWW), 2025 PDF Code 中文解读

Every Painting Awakened: A Training-free Framework for Painting-to-Animation Generation
Lingyu Liu, Yaxiong Wang, Li Zhu, Zhedong Zheng
arXiv preprint arXiv:2503.23736, 2025 Code 中文解读

Domain-Agnostic Neural Oil Painting via Normalization Affine Test-Time Adaptation
Qichao Dong, Lingyu Liu, Yaxiong Wang, Jason Liu, Zhedong Zheng
ACM International Conference on Multimedia (ACM MM) - BNI Track, 2025 (Oral Presentation) PDF Code

Ctrl-u: Robust conditional image generation via uncertainty-aware reward modeling
Guiyu Zhang, Huan-ang Gao, Zijian Jiang, Hao Zhao, Zhedong Zheng
International Conference on Learning Representations (ICLR), 2025 PDF Code 中文解读

Coarse-to-Fine Cross-modality Generation for Enhancing Vehicle Re-Identification with High-Fidelity Synthetic Data
Leyang Jin, Wei Ji, Tat-seng Chua, Zhedong Zheng
IEEE International Conference on Robotics and Automation (ICRA), 2025 PDF

CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval
Hang Yu, Jiahao Wen, Zhedong Zheng
IEEE Transactions on Information Forensics and Security (TIFS), 2025 PDF Code

Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search
Shuyu Yang, Yaxiong Wang, Li Zhu, Zhedong Zheng
IEEE/CVF International Conference on Computer Vision (ICCV), 2025 (Highlight Presentation) PDF Code 中文解读