All Stories

  1. Introduction to the Special Issue on Deep Multimodal Generation and Retrieval

    Article • ACM Transactions on Multimedia Computing Communications and Applications, November 2025, ACM (Association for Computing Machinery)

    Hao Fei, Zhedong Zheng

  2. Domain-Agnostic Neural Oil Painting via Normalization Affine Test-Time Adaptation

    Article • October 2025, ACM (Association for Computing Machinery)

    Zhedong Zheng

  3. UniAD: Integrating Geometric and Semantic Cues for Unified Anomaly Detection

    Article • October 2025, ACM (Association for Computing Machinery)

    Zhedong Zheng

  4. Proceedings of the 3rd International Workshop on UAVs in Multimedia: Capturing the World from a New Perspective

    Article • October 2025, ACM (Association for Computing Machinery)

    Fabian Deuser, Zhedong Zheng

  5. The 3rd Workshop on UAVs in Multimedia: Capturing the World from a New Perspective

    Article • October 2025, ACM (Association for Computing Machinery)

    Fabian Deuser, Zhedong Zheng

  6. MORE'25 Multimedia Object Re-ID: Advancements, Challenges, and Opportunities

    Article • May 2025, ACM (Association for Computing Machinery)

    Shuyu Yang, Zhedong Zheng

  7. From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search

    Article • April 2025, ACM (Association for Computing Machinery)

    Hao Fei, Zhedong Zheng

  8. CAMeL: Cross-Modality Adaptive Meta-Learning for Text-Based Person Retrieval

    Article • IEEE Transactions on Information Forensics and Security, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  9. EQ-TAA: Equivariant Traffic Accident Anticipation via Diffusion-Based Accident Video Synthesis

    Article • IEEE Transactions on Multimedia, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  10. Scale Up Composed Image Retrieval Learning via Modification Text Generation

    Article • IEEE Transactions on Multimedia, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  11. Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene

    Article • November 2024, Springer Science + Business Media

    Zhedong Zheng

  12. Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching

    Article • November 2024, Springer Science + Business Media

    Zhedong Zheng

  13. The 2nd Workshop on UAVs in Multimedia: Capturing the World from a New Perspective

    Article • October 2024, ACM (Association for Computing Machinery)

    Zhedong Zheng

  14. The 2nd International Workshop on Deep Multi-modal Generation and Retrieval

    Article • October 2024, ACM (Association for Computing Machinery)

    Hao Fei, Zhedong Zheng

  15. Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation

    Article • October 2024, ACM (Association for Computing Machinery)

    mu chen, Zhedong Zheng

  16. Depth-Aware Blind Image Decomposition for Real-World Adverse Weather Recovery

    Article • October 2024, Springer Science + Business Media

    Zhedong Zheng

  17. Self-ensembling depth completion via density-aware consistency

    Article • Pattern Recognition, October 2024, Elsevier

    Zhedong Zheng

  18. Collaborative group: Composed image retrieval via consensus learning from noisy annotations

    Article • Knowledge-Based Systems, September 2024, Elsevier

    Zhedong Zheng

  19. Multiple-environment Self-adaptive Network for aerial-view geo-localization

    Article • Pattern Recognition, August 2024, Elsevier

    Zhedong Zheng

  20. MORE'24 Multimedia Object Re-ID: Advancements, Challenges, and Opportunities

    Article • May 2024, ACM (Association for Computing Machinery)

    Zhedong Zheng

  21. High Fidelity Makeup via 2D and 3D Identity Preservation Net

    Article • ACM Transactions on Multimedia Computing Communications and Applications, April 2024, ACM (Association for Computing Machinery)

    Zhedong Zheng

  22. StepNet: Spatial-temporal Part-aware Network for Isolated Sign Language Recognition

    Article • ACM Transactions on Multimedia Computing Communications and Applications, April 2024, ACM (Association for Computing Machinery)

    Zhedong Zheng

  23. Jointly Harnessing Prior Structures and Temporal Consistency for Sign Language Video Generation

    Article • ACM Transactions on Multimedia Computing Communications and Applications, February 2024, ACM (Association for Computing Machinery)

    Zhedong Zheng

  24. Active Discovering New Slots for Task-Oriented Conversation

    Article • IEEE/ACM Transactions on Audio Speech and Language Processing, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  25. Learning Cross-View Geo-Localization Embeddings via Dynamic Weighted Decorrelation Regularization

    Article • IEEE Transactions on Geoscience and Remote Sensing, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  26. UAVM '23: 2023 Workshop on UAVs in Multimedia: Capturing the World from a New Perspective

    Article • October 2023, ACM (Association for Computing Machinery)

    Zhedong Zheng

  27. Deep Multimodal Learning for Information Retrieval

    Article • October 2023, ACM (Association for Computing Machinery)

    Zhedong Zheng, Hao Fei

  28. PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation

    Article • October 2023, ACM (Association for Computing Machinery)

    Zhedong Zheng, mu chen

  29. Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark

    Article • October 2023, ACM (Association for Computing Machinery)

    Shuyu Yang, Zhedong Zheng

  30. Learnable Pillar-based Re-ranking for Image-Text Retrieval

    Article • July 2023, ACM (Association for Computing Machinery)

    Zhedong Zheng

  31. Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning

    Article • June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  32. Context-Aware Pretraining for Efficient Blind Image Decomposition

    Article • June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  33. Multi-view Consistent Generative Adversarial Networks for Compositional 3D-Aware Image Synthesis

    Article • International Journal of Computer Vision, May 2023, Springer Science + Business Media

    Zhedong Zheng

  34. Align and Tell: Boosting Text-Video Retrieval With Local Alignment and Fine-Grained Supervision

    Article • IEEE Transactions on Multimedia, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  35. Progressive Local Filter Pruning for Image Retrieval Acceleration

    Article • IEEE Transactions on Multimedia, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  36. U-Turn: Crafting Adversarial Queries with Opposite-Direction Features

    Article • International Journal of Computer Vision, December 2022, Springer Science + Business Media

    Zhedong Zheng

  37. Soft Person Reidentification Network Pruning via Blockwise Adjacent Filter Decaying

    Article • IEEE Transactions on Cybernetics, December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  38. Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis

    Article • June 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  39. Each Part Matters: Local Patterns Facilitate Cross-View Geo-Localization

    Article • IEEE Transactions on Circuits and Systems for Video Technology, February 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  40. Adaptive Boosting for Domain Adaptation: Toward Robust Predictions in Scene Segmentation

    Article • IEEE Transactions on Image Processing, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  41. DMRNet++: Learning Discriminative Features with Decoupled Networks and Enriched Pairs for One-Step Person Search

    Article • IEEE Transactions on Pattern Analysis and Machine Intelligence, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  42. Joint Representation Learning and Keypoint Detection for Cross-View Geo-Localization

    Article • IEEE Transactions on Image Processing, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  43. Parameter-Efficient Person Re-Identification in the 3D Space

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  44. SPG-VTON: Semantic Prediction Guidance for Multi-Pose Virtual Try-on

    Article • IEEE Transactions on Multimedia, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  45. Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes

    Article • IEEE Transactions on Multimedia, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  46. Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search

    Article • Proceedings of the AAAI Conference on Artificial Intelligence, May 2021, Association for the Advancement of Artificial Intelligence (AAAI)

    Zhedong Zheng

  47. Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation

    Article • International Journal of Computer Vision, January 2021, Springer Science + Business Media

    Zhedong Zheng

  48. VehicleNet: Learning Robust Visual Representation for Vehicle Re-Identification

    Article • IEEE Transactions on Multimedia, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  49. University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization

    Article • October 2020, ACM (Association for Computing Machinery)

    Zhedong Zheng

  50. Real-World Automatic Makeup via Identity Preservation Makeup Net

    Article • July 2020, International Joint Conferences on Artificial Intelligence

    Zhedong Zheng

  51. Unsupervised Scene Adaptation with Memory Regularization in vivo

    Article • July 2020, International Joint Conferences on Artificial Intelligence

    Zhedong Zheng

  52. Dual-path Convolutional Image-Text Embeddings with Instance Loss

    Article • ACM Transactions on Multimedia Computing Communications and Applications, June 2020, ACM (Association for Computing Machinery)

    Zhedong Zheng

  53. Going Beyond Real Data: A Robust Visual Representation for Vehicle Re-identification

    Article • June 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  54. Thorax disease classification with attention guided convolutional neural network

    Article • Pattern Recognition Letters, March 2020, Elsevier

    Zhedong Zheng

  55. Bayesian query expansion for multi-camera person re-identification

    Article • Pattern Recognition Letters, February 2020, Elsevier

    Zhedong Zheng

  56. Unsupervised Eyeglasses Removal in the Wild

    Article • IEEE Transactions on Cybernetics, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  57. Improving person re-identification by attribute and identity learning

    Article • Pattern Recognition, November 2019, Elsevier

    Zhedong Zheng

  58. Pedestrian Alignment Network for Large-scale Person Re-Identification

    Article • IEEE Transactions on Circuits and Systems for Video Technology, October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  59. Joint Discriminative and Generative Learning for Person Re-Identification

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  60. CamStyle: A Novel Data Augmentation Method for Person Re-Identification

    Article • IEEE Transactions on Image Processing, March 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  61. Multi-Pseudo Regularized Label for Generated Data in Person Re-Identification

    Article • IEEE Transactions on Image Processing, March 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  62. Camera Style Adaptation for Person Re-identification

    Article • June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng

  63. An improved artificial intelligence scheme for person reidentification

    Article • ACM Transactions on Multimedia Computing Communications and Applications, January 2018, ACM (Association for Computing Machinery)

    Zhedong Zheng

  64. Macro-Micro Adversarial Network for Human Parsing

    Article • January 2018, Springer Science + Business Media

    Zhedong Zheng

  65. Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in Vitro

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Zhedong Zheng