Publications

Xuening Wu, Yiqing Shen, Qing Zhao, Yanlan Kang, Wenqiang Zhang
  MoE-NuSeg: Enhancing nuclei segmentation in histology images with a two-stage Mixture of Experts network, Alexandria Engineering Journal, 2025, SCI Q1. [pdf]

Shaoqi Yan, Yan Wang, Xinji Mai, Zeng Tao, Wei Song, Qing Zhao, Boyang Wang, Haoran Wang, Shuyong Gao, Wenqiang Zhang
  Observe finer to select better: Learning key frame extraction via semantic coherence for dynamic facial expression recognition in the wild, Information Sciences, 2025, SCI Q1. [pdf]

Xinyu Zhou, Jinglun Li, Lingyi Hong, Kaixun Jiang, Pinxue Guo, Weifeng Ge, Wenqiang Zhang
  DeTrack: In-model Latent Denoising Learning for Visual Object Tracking, Advances in Neural Information Processing Systems (NeurIPS), 2024, CCF A. [pdf]

Wei Tao, Yucheng Zhou, Yanlin Wang, Wenqiang Zhang, Hongyu Zhang, Yu Cheng
  MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution, Advances in Neural Information Processing Systems (NeurIPS), 2024, CCF A. [pdf]

Zeng Tao, Tong Yang, Junxiong Lin, Xinji Mai, Haoran Wang, Beining Wang, Enyu Zhou, Yan Wang, Wenqiang Zhang
  LCGen: Mining in Low-Certainty Generation for View-consistent Text-to-3D, Advances in Neural Information Processing Systems (NeurIPS), 2024, CCF A. [pdf]

Shilin Yan, Xiaohao Xu, Renrui Zhang, Lingyi Hong, Wenchao Chen, Wenqiang Zhang, Wei Zhang
  Panovos: Bridging non-panoramic and panoramic views with transformer for video segmentation, European conference on computer vision (ECCV), 2024, CCF B. [pdf]

Wanyun Li, Pinxue Guo, Xinyu Zhou, Lingyi Hong, Yangji He, Xiangyu Zheng, Wei Zhang, Wenqiang Zhang
  Onevos: unifying video object segmentation with all-in-one transformer framework, European conference on computer vision (ECCV), 2024, CCF B. [pdf]

Junxiong Lin, Yan Wang, Zeng Tao, Boyang Wang, Qing Zhao, Haorang Wang, Xuan Tong, Xinji Mai, Yuxuan Lin, Wei Song, Jiawen Yu, Shaoqi Yan, Wenqiang Zhang
  Adaptive multi-modal fusion of spatially variant kernel refinement with diffusion model for blind image super-resolution, European conference on computer vision (ECCV), 2024, CCF B. [pdf]

Yuzheng Wang, Zhaoyu Chen, Jie Zhang, Dingkang Yang, Zuhao Ge, Yang Liu, Siao Liu, Yunquan Sun, Wenqiang Zhang, Lizhe Qi
  Sampling to distill: Knowledge transfer from open-world data, ACM International Conference on Multimedia (ACMMM), 2024, CCF A. [pdf]

Qianyu Guo, Jieji Ren, Haofen Wang, Tianxing Wu, Weifeng Ge, Wenqiang Zhang
  Visual-Language Collaborative Representation Network for Broad-Domain Few-Shot Image Classification, ACM International Conference on Multimedia (ACMMM), 2024, CCF A. [pdf]

Jinglun Li, Xinyu Zhou, Kaixun Jiang, Lingyi Hong, Pinxue Guo, Zhaoyu Chen, Weifeng Ge, Wenqiang Zhang
  TagOOD: A Novel Approach to Out-of-Distribution Detection via Vision-Language Representations and Class Center Learning, ACM International Conference on Multimedia (ACMMM), 2024, CCF A. [pdf]

Pinxue Guo, Wanyun Li, Hao Huang, Lingyi Hong, Xinyu Zhou, Zhaoyu Chen, Jinglun Li, Kaixun Jiang, Wei Zhang, Wenqiang Zhang
  X-Prompt: Multi-modal Visual Prompt for Video Object Segmentation, ACM International Conference on Multimedia (ACMMM), 2024, CCF A. [pdf]

Xinji Mai, Junxiong Lin, Haoran Wang, Zeng Tao, Yan Wang, Shaoqi Yan, Xuan Tong, Jiawen Yu, Boyang Wang, Ziheng Zhou, Qing Zhao, Shuyong Gao, Wenqiang Zhang
  All rivers run into the sea: Unified Modality Brain-Inspired Emotional Central Mechanism, ACM International Conference on Multimedia (ACMMM), 2024, CCF A. [pdf]

Junxiong Lin, Zen Tao, Xuan Tong, Xinji Mai, Haoran Wang, Boyang Wang, Yan Wang, Qing Zhao, Jiawen Yu, Yuxuan Lin, Shaoqi Yan, Shuyong Gao, Wenqiang Zhang
  Suppressing Uncertainties in Degradation Estimation for Blind Super-Resolution, ACM International Conference on Multimedia (ACMMM), 2024, CCF A. [pdf]

Jiafeng Wang, Zhaoyu Chen, Kaixun Jiang, Dingkang Yang, Lingyi Hong, Pinxue Guo, Haijing Guo, Wenqiang Zhang
  Boosting the transferability of adversarial attacks with global momentum initialization, Expert Systems with Applications, 2024, SCI Q1. [pdf]

Lingyi Hong, Shilin Yan, Renrui Zhang, Wanyun Li, Xinyu Zhou, Pinxue Guo, Kaixun Jiang, Yiting Chen, Jinglun Li, Zhaoyu Chen, Wenqiang Zhang
  OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, CCF A. [pdf]

Yuzheng Wang, Dingkang Yang, Zhaoyu Chen, Yang Liu, Siao Liu, Wenqiang Zhang, Lihua Zhang, Lizhe Qi
  De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, CCF A. [pdf]

Yixuan Sun, Zhangyue Yin, Haibo Wang, Yan Wang, Xipeng Qiu, Weifeng Ge, Wenqiang Zhang
  Pixel-level Semantic Correspondence through Layout-aware Representation Learning and Multi-scale Matching Integration, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, CCF A. [pdf]

Nailei Hei, Qianyu Guo, Zihao Wang, Yan Wang, Haofen Wang, Wenqiang Zhang
  A User-Friendly Framework for Generating Model-Preferred Prompts in Text-to-Image Synthesis, AAAI Conference on Artificial Intelligence, 2024, CCF A. [pdf]

Yuzheng Wang, Zhaoyu Chen, Dingkang Yang, Pinxue Guo, Kaixun Jiang, Wenqiang Zhang, Lizhe Qi
  Out of Thin Air: Exploring Data-Free Adversarial Robustness Distillation, AAAI Conference on Artificial Intelligence, 2024, CCF A. [pdf]

Yan Wang, Shaoqi Yan, Wei Song, Antonio Liotta, Jing Liu, Dingkang Yang, Shuyong Gao, Wenqiang Zhang
  MGR3Net: Multigranularity Region Relation Representation Network for Facial Expression Recognition in Affective Robots, IEEE Transactions on Industrial Informatics (TII), 2024, SCI Q1. [pdf]

Wei Tao, Yucheng Zhou, Yanlin Wang, Hongyu Zhang, Haofen Wang, Wenqiang Zhang
  KADEL: Knowledge-Aware Denoising Learning for Commit Message Generation, ACM Transactions on Software Engineering and Methodology, 2024, CCF A. [pdf]

Yuzhou Zhao, Xinyu Zhou, Tongxin Pan, Shuyong Gao, Wenqiang Zhang
  Correspondence-based Generative Bayesian Deep Learning for semi-supervised volumetric medical image segmentation, Computerized Medical Imaging and Graphics, 2024, SCI Q2. [pdf]

Yuzhou Zhao, Xinyu Zhou, Haijing Guo, Qianyu Guo, Yan Zuo, Shaoli Song, Shuyong Gao, Wenqiang Zhang
  Attention in Attention for PET-CT Modality Consensus Lung Tumor Segmentation, IEEE International Conference on Multimedia and Expo (ICME), 2024, CCF B. [pdf]

Shaoqi Yan, Yan Wang, Xinji Mai, Qing Zhao, Wei Song, Jun Huang, Zeng Tao, Haoran Wang, Shuyong Gao, Wenqiang Zhang
  Empower smart cities with sampling-wise dynamic facial expression recognition via frame-sequence contrastive learning, Computer Communications, 2024, SCI Q3. [pdf]

Qing Zhao, Yan Wang, Yuxuan Lin, Shaoqi Yan, Wei Song, Boyang Wang, Jun Huang, Yang Chang, Lizhe Qi, Wenqiang Zhang
  Mixed noise-guided mutual constraint framework for unsupervised anomaly detection in smart industries, Computer Communications, 2024, SCI Q3. [pdf]

Qishan Wang, Shuyong Gao, Li Xiong, Aili Liang, Kaidong Jiang, Wenqiang Zhang
  A Casting Surface Dataset and Benchmark for Subtle and Confusable Defect Detection in Complex Contexts, IEEE Sensors Journal, 2024, SCI Q3. [pdf]

Yiting Cheng, Fangyun Wei, Jianmin Bao, Dong Chen, Wenqiang Zhang
  ADPL: Adaptive Dual Path Learning for Domain Adaptation of Semantic Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023, CCF A. [pdf]

Xinyu Zhou, Pinxue Guo, Lingyi Hong, Jinglun Li, Wei Zhang, Weifeng Ge, Wenqiang Zhang
  Reading Relevant Feature from Global Representation Memory for Visual Object Tracking, Advances in Neural Information Processing Systems (NeurIPS), 2023, CCF A. [pdf]

Zhaoyu Chen, Bo Li, Shuang Wu, Kaixun Jiang, Shouhong Ding, Wenqiang Zhang
  Content-based Unrestricted Adversarial Attack, Advances in Neural Information Processing Systems (NeurIPS), 2023, CCF A. [pdf][code]

Qing Zhao, Yan Wang, Boyang Wang, Junxiong Lin, Shaoqi Yan, Wei Song, Antonio Liotta, Jiawen Yu, Shuyong Gao, Wenqiang Zhang
  MSC-AD: A Multiscene Unsupervised Anomaly Detection Dataset for Small Defect Detection of Casting Surface, IEEE Transactions on Industrial Informatics (TII), 2023, SCI Q1. [pdf]

Yicheng Song, Shuyong Gao, Haozhe Xing, Yiting Cheng, Yan Wang, Wenqiang Zhang
  Towards End-to-End Unsupervised Saliency Detection with Self-Supervised Top-Down Context, ACM International Conference on Multimedia (ACMMM), 2023, CCF A. [pdf]

Boyang Wang, Yan Wang, Qing Zhao, Junxiong Lin, Zeng Tao, Pinxue Guo, Zhaoyu Chen, Kaixun Jiang, Shaoqi Yan, Shuyong Gao, Wenqiang Zhang
  A Capture to Registration Framework for Realistic Image Super-Resolution in the Industry Environment, ACM International Conference on Multimedia (ACMMM), 2023, CCF A. [pdf]

Lingyi Hong, Wei Zhang, Shuyong Gao, Hong Lu, WenQiang Zhang
  SimulFlow: Simultaneously Extracting Feature and Identifying Target for Unsupervised Video Object Segmentation, ACM International Conference on Multimedia (ACMMM), 2023, CCF A. [pdf]

Kaixun Jiang, Lingyi Hong, Zhaoyu Chen, Pinxue Guo, Zeng Tao, Yan Wang, Wenqiang Zhang
  Exploring the Adversarial Robustness of Video Object Segmentation via One-shot Adversarial Attacks, ACM International Conference on Multimedia (ACMMM), 2023, CCF A. [pdf]

Kaixun Jiang, Zhaoyu Chen, Xinyu Zhou, Jingyu Zhang, Lingyi Hong, JiaFeng Wang, Bo Li, Yan Wang, Wenqiang Zhang
  Towards Decision-based Sparse Attacks on Video Recognition, ACM International Conference on Multimedia (ACMMM), 2023, CCF A. [pdf]

Zeng Tao, Yan Wang, Zhaoyu Chen, Boyang Wang, Shaoqi Yan, Kaixun Jiang, Shuyong Gao, Wenqiang Zhang
  Freq-HD: An Interpretable Frequency-based High-Dynamics Affective Clip Selection Method for in-the-Wild Facial Expression Recognition in Videos, ACM International Conference on Multimedia (ACMMM), 2023, CCF A. [pdf]

Qianyu Guo, Huifang Du, Xing Jia, Shuyong Gao, Yan Teng, Haofen Wang, Wenqiang Zhang
  Plug-and-Play Feature Generation for Few-Shot Medical Image Classification, 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023, CCF B. [pdf]

Ruize Xu, Xiaowen Qiu, Boan He, Weifeng Ge, Wenqiang Zhang
  Multi-domain Information Fusion for Key-Points Guided GAN Inversion, Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2023, CCF C. [pdf]

Zhaoyu Chen, Bo Li, Shuang Wu, Shouhong Ding, Wenqiang Zhang
  Query-Efficient Decision-based Black-Box Patch Attack, IEEE Transactions on Information Forensics and Security (TIFS), 2023, CCF A. [pdf]

Yijun Long, Zhaoyu Chen, Hong Lu, Wenqiang Zhang
  GSFormer: Geometric-Spatial Transformer on Point Cloud Completion, IEEE International Conference on Multimedia and Expo (ICME), 2023, CCF B. [pdf]

Qianyu Guo, Gong Haotong, Xujun Wei, Yanwei Fu, Yizhou Yu, Wenqiang Zhang, Weifeng Ge
  RankDNN: Learning to Rank for Few-Shot Learning, AAAI Conference on Artificial Intelligence, 2023, CCF A. [pdf][code]

Zechu Zhou, Xinyu Zhou, Zhaoyu Chen, Pinxue Guo, Qian-Yu Liu, Wenqiang Zhang
  Memory Network with Pixel-level Spatio-Temporal Learning for Visual Object Tracking, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023, SCI Q1. [pdf]

Haozhe Xing, Yan Wang, Xujun Wei, Hao Tang, Shuyong Gao, Wenqiang Zhang
  Go Closer To See Better: Camouflaged Object Detection via Object Area Amplification and Figure-ground Conversion, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023, SCI Q1. [pdf]

Jinglun Li, Xinyu Zhou, Pinxue Guo, Yixuan Sun, Yiwen Huang, Weifeng Ge, Wenqiang Zhang
  Hierarchical Visual Categories Modeling: A Joint Representation Learning and Density Estimation Framework for Out-of-Distribution Detection, IEEE/CVF International Conference on Computer Vision (ICCV), 2023, CCF A. [pdf] [code]

Kaixun Jiang, Zhaoyu Chen, Hao Huang, Jiafeng Wang, Dingkang Yang, Bo Li, Yan Wang, Wenqiang Zhang
  Efficient Decision-based Black-box Patch Attacks on Video Recognition, IEEE/CVF International Conference on Computer Vision (ICCV), 2023, CCF A. [pdf][code]

Siao Liu, Zhaoyu Chen, Yang Liu, Yuzheng Wang, Dingkang Yang, Zhile Zhao, Ziqing Zhou, Xie Yi, Wei Li, Wenqiang Zhang, Zhongxue Gan
  Improving Generalization in Visual Reinforcement Learning via Conflict-aware Gradient Agreement Augmentation, IEEE/CVF International Conference on Computer Vision (ICCV), 2023, CCF A. [pdf]

Lingyi Hong, Wenchao Chen, Zhongying Liu, Wei Zhang, Pinxue Guo, Zhaoyu Chen, Wenqiang Zhang
  Lvos: A benchmark for long-term video object segmentation, IEEE/CVF International Conference on Computer Vision (ICCV), 2023, CCF A. [pdf][code]

Haozhe Xing, Shuyong Gao, Hao Tang, Tsui Qin Mok, Yanlan Kang, Wenqiang Zhang
  TINYCOD: Tiny and Effective Model for Camouflaged Object Detection, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, CCF B. [pdf]

Huaizheng Zhang, Pinxue Guo, Zhongwen Le, Wenqiang Zhang
  Robust Video Object Segmentation with Restricted Attention, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, CCF B. [pdf]

Xujun Wei, Zechu Zhou, Pinxue Guo, Wenqiang Zhang
  Gated Enhanced RPN and Hybrid-View for Few-Shot Object Detection, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, CCF B. [pdf]

Adversarial contrastive distillation with adaptive denoising
  Yuzheng Wang, Zhaoyu Chen, Dingkang Yang, Yang Liu, Siao Liu, Wenqiang Zhang, Lizhe Qi, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, CCF B. [pdf]

Yiting Cheng, Fangyun Wei, Jianmin Bao, Dong Chen, Wenqiang Zhang
  CiCo: Domain-Aware Sign Language Retrieval via Cross-Lingual Contrastive Learning, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, CCF A. [pdf]

Yixuan Sun, Dongyang Zhao, Zhangyue Yin, Yiwen Huang, Tao Gui, Wenqiang Zhang, Weifeng Ge
  Correspondence Transformers With Asymmetric Feature Learning and Matching Flow Super-Resolution, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, CCF A. [pdf]

Yixuan Sun, Yiwen Huang, Haijing Guo, Yuzhou Zhao, Runmin Wu, Yizhou Yu, Weifeng Ge, Wenqiang Zhang
  MISC210K: A Large-Scale Dataset for Multi-Instance Semantic Correspondence, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, CCF A. [pdf][code]

Pinxue Guo, Wei Zhang, Xiaoqiang Li, Wenqiang Zhang
  Adaptive online mutual learning bi-decoders for video object segmentation, IEEE Transactions on Image Processing (TIP), 2022, CCF A. [pdf]

Zhaoyu Chen, Bo Li, Shuang Wu, Jianghe Xu, Shouhong Ding, Wenqiang Zhang
  Shape Matters: Deformable Patch Attack, European conference on computer vision (ECCV), 2022, CCF B. [pdf][code]

Jianfeng Wang, Shuokang Huang, Huifang Du, Yu Qin, Haofen Wang, Wenqiang Zhang
  MHKD-MVQA: Multimodal Hierarchical Knowledge Distillation for Medical Visual Question Answering, IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022, CCF B. [pdf]

Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang
  A large-scale empirical study of commit message generation: models, datasets and evaluation, Empirical Software Engineering, 2022, SCI Q2. [pdf]

Jiahao Hong, Wei Zhang, Zhiwei Feng, Wenqiang Zhang
  Dual Cross-Attention for Video Object Segmentation via Uncertainty Refinement, IEEE Transactions on Multimedia (TMM), 2022, SCI Q1. [pdf]

Shuyong Gao, Haozhe Xing, Wei Zhang, Yan Wang, Qianyu Guo, Wenqiang Zhang
  Weakly Supervised Video Salient Object Detection via Point Supervision, ACM International Conference on Multimedia (ACMMM), 2022, CCF A. [pdf]

Yan Wang, Yixuan Sun, Wei Song, Shuyong Gao, Yiwen Huang, Zhaoyu Chen, Weifeng Ge, Wenqiang Zhang
  DPCNet: Dual Path Multi-Excitation Collaborative Network for Facial Expression Representation Learning in Videos, ACM International Conference on Multimedia (ACMMM), 2022, CCF A. [pdf]

Yuanzhi Liang, Haofen Wang, Wenqiang Zhang
  Deep Knowledge Reasoning guided Disease Prediction, IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2022, CCF C. [pdf]

Ziyan Li, Haofen Wang, Wenqiang Zhang
  Translational relation embeddings for multi-hop knowledge base question answering, Journal of Web Semantics, 2022, CCF B. [pdf]

Tianfang Meng, Wei Zhang, Wenqiang Zhang
  Tokenizing Features for Fast Video Object Segmentation, IEEE International Conference on Multimedia and Expo (ICME), 2022, CCF B. [pdf]

Chenglong Zhang, Shuyong Gao, Haofen Wang, Wenqiang Zhang
  Position-aware Joint Entity and Relation Extraction with Attention Mechanism, International Joint Conference on Artificial Intelligence (IJCAI), 2022, CCF A. [pdf]

Tianfang Meng, Wenqiang Zhang
  Fast Video Object Segmentation via Dynamic YOLACT, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, CCF B. [pdf]

Anda Zhang, Wei Tao, Ziyan Li, Haofen Wang, Wenqiang Zhang
  Type-Aware Medical Visual Question Answering, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, CCF B. [pdf]

Bowen Xu, Wenqiang Zhang
  Selective Scale Cascade Attention Network for Breast Cancer Histopathology Image Classification, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, CCF B. [pdf]

Siao Liu, Zhaoyu Chen, Wei Li, Jiwei Zhu, Jiafeng Wang, Wenqiang Zhang, Zhongxue Gan
  Efficient universal shuffle attack for visual object tracking, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, CCF B. [pdf]

Yangji He, Weihan Liang, Dongyang Zhao, Hong-Yu Zhou, Weifeng Ge, Yizhou Yu, Wenqiang Zhang
  Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-shot Learning, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022, CCF A. [pdf][code]

Yan Wang, Yixuan Sun, Yiwen Huang, Zhongying Liu, Shuyong Gao, Wei Zhang, Weifeng Ge, Wenqiang Zhang
  FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in Videos, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022, CCF A. [pdf][code]

Zhaoyu Chen, Bo Li, Jianghe Xu, Shuang Wu, Shouhong Ding, Wenqiang Zhang
  Towards Practical Certifiable Patch Defense with Vision Transformer, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022, CCF A. [pdf]

Yan Wang, Wei Song, Wei Tao, Antonio Liotta, Dawei Yang, Xinlei Li, Shuyong Gao, Yixuan Sun, Weifeng Ge, Wei Zhang, Wenqiang Zhang
  A Systematic Review on Affective Computing: Emotion Models, Databases, and Recent Advances, Information Fusion, 2022, SCI Q1. [pdf]

Shuyong Gao, Wei Zhang, Yan Wang, Qianyu Guo, Chenglong Zhang, Yangji He, Wenqiang Zhang
  Weakly-Supervised Salient Object Detection Using Point Supervison, AAAI Conference on Artificial Intelligence, 2022, CCF A. [pdf][code]