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Recent Publications

Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective
Xuanmeng Zhang, Minyue Jiang, Zhedong Zheng, Xiao Tan, Errui Ding, Yi Yang
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2026 PDF Code 中文解读

Uncertainty-o: One Model-agnostic Framework for Unveiling Uncertainty in Large Multimodal Models
Ruiyang Zhang, Junhao Zhang, Hao Fei, Zhedong Zheng
Findings of EMNLP, 2026

The Coherence Trap: When MLLM-Crafted Narratives Exploit Manipulated Visual Contexts
Yuchen Zhang, Yaxiong Wang, Yujiao Wu, Lianwei Wu, Li Zhu, Zhedong Zheng
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026 PDF Code

TIGeR: Text-Instructed Generation and Refinement for Template-Free Hand-Object Interaction
Yiyao Huang, Zhedong Zheng, Ziwei Yu, Yaxiong Wang, Tze Tse, Angela Yao
IEEE International Conference on Robotics and Automation (ICRA), 2026 PDF Code

Scale-adaptive UAV Geo-localization via Height-aware Partition Learning
Quan Chen, Bolun Zheng, Tingyu Wang, Rongfeng Lu, Yu Liu, Zhedong Zheng
ACM International Conference on Multimedia (ACM MM), 2026

Road Maps as Free Geometric Priors: Weather-Invariant Drone Geo-Localization with GeoFuse
Yunsong Fang, Tingyu Wang, Zhedong Zheng
arXiv:2605.14925, 2026 PDF Code

Rigi: Rectifying image-to-3d generation inconsistency via uncertainty-aware learning
Jiacheng Wang, Zhedong Zheng, Wei Xu, Ping Liu
IEEE Transactions on Image Processing (TIP), 2026 PDF Code

Progressive Text-to-3D Generation for Automatic 3D Prototyping
Han Yi, Zhedong Zheng, Xiangyu Xu, Tat-Seng Chua
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2026 PDF Code Video

Pretrain-then-Adapt: Uncertainty-Aware Test-Time Adaptation for Text-based Person Search
Jiahao Zhang, Shaofei Huang, Yaxiong Wang, Zhedong Zheng
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2026 PDF Code 中文解读

Minimizing the pretraining gap: Domain-aligned text-based person retrieval
Shuyu Yang, Yaxiong Wang, Yongrui Li, Li Zhu, Zhedong Zheng
Pattern Recognition (PR), 2026 PDF Code 中文解读

Look, Compare and Draw: Differential Query Transformer for Automatic Oil Painting
Lingyu Liu, Yaxiong Wang, Li Zhu, Lizi Liao, Zhedong Zheng
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2026 PDF Code

Last-Meter Precision Navigation for UAVs: A Diffusion-Refined Aerial Visual Servoing Approach
Yaxuan Li, Jiarui Zeng, Shaofei Huang, Zhedong Zheng
arXiv preprint arXiv:2607.04352, 2026 Code

Generating Attribution Reports for Manipulated Facial Images: A Dataset and Baseline
Jingchun Lian, Lingyu Liu, Yaxiong Wang, Yujiao Wu, Lianwei Wu, Li Zhu, Zhedong Zheng
ACL, 2026 PDF Code

FANet: Fovea Attention Network for Robust Aerial Geo-localization Across Diverse Weather Conditions
Jiahao Wen, Hang Yu, Zhedong Zheng
IEEE Transactions on Image Processing (TIP), 2026 PDF Code

Echo planning for autonomous driving: From current observations to future trajectories and back
Jintao Sun, Hu Zhang, Gangyi Ding, Zhedong Zheng
IEEE Transactions on Multimedia (TMM), 2026 PDF

Cultivating Forensic Reasoning for Generalizable Multimodal Manipulation Detection
Yuchen Zhang, Yaxiong Wang, Kecheng Han, Yujiao Wu, Lianwei Wu, Li Zhu, Zhedong Zheng
ACL, 2026 PDF Code

Causal Intervention with LMMs: Generative Text Facilitates Fine-Grained Pedestrian Anomaly Behavior Retrieval
Weifeng Xu, Shaofei Huang, Yaxiong Wang, Zhedong Zheng
Findings of EMNLP, 2026

Can Vision Language Models Reason from the Sky? Unifying UAV Reasoning and Generation
Jintao Sun, Hu Zhang, Donglin Di, Gangyi Ding, Zhedong Zheng
arXiv:2604.05377, 2026 PDF Code

Acoustically Grounded Cost Learning for Open-Vocabulary Audio-Visual Semantic Segmentation
Tianrui Hui, Shaofei Huang, Qisong Han, Yaxiong Wang, Lechao Cheng, Zhedong Zheng, Zhun Zhong, Richang Hong, Meng Wang
ACM International Conference on Multimedia (ACM MM), 2026

3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective
Zhedong Zheng, Jiayin Zhu, Wei Ji, Yi Yang, Tat-Seng Chua
npj Artificial Intelligence, 2026 PDF Code