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Publications

2024

  1. Ruiyang Xia, Dawei Zhou, Decheng Liu, Lin Yuan, Shuodi Wang, Jie Li, Nannan Wang*, Xinbo Gao. Advancing Generalized Deepfake Detector with Forgery Perception Guidance. ACM International Conference on Multimedia (ACM MM), Melbourne, Australia, 2024. (CCF A类会议)
  2. Fei Gao, Yuhao Lin, Jiaqi Shi, Maoying Qiao, Nannan Wang*. AesMamba: Universal Image Aesthetic Assessment with State Space Models. ACM International Conference on Multimedia (ACM MM), Melbourne, Australia, 2024. (CCF A类会议，Oral Presentation)
  3. Yubo Li, De Cheng, Chaowei Fang, Changzhe Jiao, Nannan Wang, Xinbo Gao. Disentangling Identity Features from Interference Factors for Cloth-Changing Person Re-identification. ACM International Conference on Multimedia (ACM MM), Melbourne, Australia, 2024. (CCF A类会议)
  4. Shiyin Dong, Mingrui Zhu*, Nannan Wang*, Xinbo Gao. Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Proirs. the 33rd International Joint Conference on Artificial Intelligence (IJCAI), Jeju, Aug. 03-Aug.09, 2024.
  5. Haichun Tai, De Cheng*, Nannan Wang*, Xinbo Gao. Multi-Granularity Graph-Convolution-Based Method for Weakly Supervised Person Search. the 33rd International Joint Conference on Artificial Intelligence (IJCAI), Jeju, Aug. 03-Aug.09, 2024.
  6. De Cheng, Zhipeng Xu, Xinyang Jiang, Nannan Wang*, Dongsheng Li, Xinbo Gao. Disentangled Prompt Representation for Domain Generalization. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.06.17-2024.06.21, Seattle WA, USA, 2024.
  7. Yu Chen, Fei Gao, Yanguang Zhang, Maoying Qiao, Nannan Wang*. Generating Handwritten Mathematical Expressions from Symbol Graphs: An End-to-End Pipeline. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.06.17-2024.06.21, Seattle WA, USA, 2024.
  8. Chaohua Shi, Kexin Huang, Lu Gan*, Hongqing Liu, Mingrui Zhu, Nannan Wang*, Xinbo Gao. On the Analysis of GAN-based Image-to-Image Translation with Gaussian Noise Injection. International Conference on Learning Representations (ICLR), 2024.
  9. Yonggang Zhang, Zhiqin Yang, Xinmei Tian, Nannan Wang, Tongliang Liu, Bo Han. Robust Training of Federated Models with Extremely Label Deficiency. International Conference on Learning Representations (ICLR), 2024.
  10. Decheng Liu, Xijun Wang, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao. Adv-Diffusion: Imperceptible Adversarial Face Identity Attack via Latent Diffusion Model. Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI)，2024. (CCF A类会议)
  11. Yan Gao, Haojun Xu, Jie Li, Nannan Wang, Xinbo Gao. Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking. Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI)，2024. (CCF A类会议)
  12. Xingyilang Yin, Xi Yang, Liangchen Liu, Nannan Wang, Xinbo Gao. Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis. Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI)，2024. (CCF A类会议)
  13. Xiaoqi An, Lin Zhao, Chen Gong, Nannan Wang, Di Wang, Jian Yang. SHaRPose: Sparse High-Resolution Representation for Human Pose Estimation. Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI)，2024. (CCF A类会议)
  14. Fei Gao, Lingna Dai, Jingjie Zhu, Mei Du, Yiyuan Zhang, Maoying Qiao, Chenghao Xia, Nannan Wang, Peng Li. Human-Robot Interactive Creation of Artistic Portrait Drawings. 2024 IEEE International Conference on Robotics and Automation (ICRA), May13-17, 2024, Yokohama, Japan.
  15. Quanxing Zha, Xin Liu, Yiu-Ming Cheung, Xing Xu, Nannan Wang, and Jianjia Cao. UGNCL: Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching. The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), July 14-18, 2024, Washington D. C., USA. (CCF A类会议)
  16. Ruiyang Xia, Dawei Zhou, Decheng Liu, Jie Li, Lin Yuan, NannanWang*, Xinbo Gao*. Inspector for Face Forgery Detection: Defending against Adversarial Attacks from Coarse to Fine. IEEE Transactions on Image Processing (IEEE TIP), 2024.  
  17. De Cheng, Yuxin Zhao, Nannan Wang*, Guozhang Li, Dingwen Zhang, Xinbo Gao. Efficient Statistical Sampling Adaptation for Exemplar-Free Class Incremental Learning. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2024.
  18. Liangchen Liu, Nannan Wang*, Decheng Liu, Xi Yang, Xinbo Gao, Tongliang Liu. Towards Specific Domain Prompt Learning via Improved Text Label Optimization. IEEE Transactions on Multimedia (IEEE TMM), 2024.
  19. Chunlei Peng, Bo Wang, Decheng Liu, Nannan Wang*, Ruimin Hu, Xinbo Gao. MRLReID: Unconstrained Cross-resolution Person Re-identification with Multi-task Resolution Learning. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2024.
  20. Lei Hu, Dawei Zhou, Jiahua Xu, Cheng Lu, Chu Han, Zhenwei Shi, Qikui Zhu, Xinbo Gao, Nannan Wang*, Zaiyi Liu*. Protecting Prostate Cancer Classification from Rectal Artifacts via Targeted Adversarial Training. IEEE Journal of Biomedical and Health Informatics (IEEE JBHI), 2024.
  21. Ruoyu Zhao, Mingrui Zhu, Nannan Wang*, Xinbo Gao. Few-shot Face Stylization via GAN Prior Distillation. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2024.
  22. Guozhang Li, De Cheng, Nannan Wang*, Jie Li, Xinbo Gao*. Neighbor-Guided Pseudo-label Generation and Refinement for Single-Frame Supervised Temporal Action Localization. IEEE Transactions on Image Processing (IEEE TIP), 2024
  23. Chunlei Peng, Zimin Miao, Decheng Liu, Nannan Wang*, Ruimin Hu, Xinbo Gao. Where Deepfakes Gaze at? Spatial-Temporal Gaze Inconsistency Analysis for Video Face Forgery Detection. IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024.
  24. Xinrui Jiang, Nannan Wang*, Jingwei Xin, Keyu Li, Jie Li, Xinbo Gao. Towards Pixel-Level Precision for Binary Super-Resolution with Mixed Binary Representation. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), vol. 35, no. 3, pp. 3989-4001, March 2024.
  25. Xi Yang, Menghui Tian, Nannan Wang, Xinbo Gao. Unleashing the Feature Hierachy Potential: An Efficient Tri-Hybrid Person Search Model. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2024.
  26. Ziyu Wei, Xi Yang, Nannan Wang, Xinbo Gao. Semi-supervised learning with heterogeneous distribution consistency for visible infrared person re-identification. IEEE Transactions on Image Processing (IEEE TIP), 2024.
  27. De Cheng, Yan Li, Dingwen Zhang, Nannan Wang, Jiande Sun, Xinbo Gao. Progressive Negative Enhancing Contrastive Learning for Image Dehazing and Beyond. IEEE Transactions on Multimedia (IEEE TMM)，2024.
  28. Xi Yang, Wenjiao Dong, Meijie Li, Ziyu Wei, Nannan Wang, and Xinbo Gao. Cooperative Separation of Modality Shared-Specific Features for Visible-Infrared Person Re-Identification. IEEE Transactions on Multimedia (IEEE TMM)，2024.
  29. De Cheng, Yanling Ji, Dong Gong, Yan Li, Nannan Wang, Junwei Han, Dingwen Zhang. Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure. IEEE Transactions on Multimedia (IEEE TMM)，2024.
  30. Decheng Liu, Xinbo Gao*, Chunlei Peng, Nannan Wang, Jie Li. Universal Heterogeneous Face Analysis via Multi-Domain Feature Disentanglement. IEEE Transactions on Information Forensics and Security (IEEE TIFS), vol. 19, pp. 735-747, 2024.
  31. Ziyu Wei, Xi Yang, Nannan Wang, Xinbo Gao. Dual-Adversarial Representation Disentanglement for Visible Infrared Person Re-Identification. IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024.
  32. Ziyu Wei, Xi Yang, Nannan Wang, Xinbo Gao. Semi-supervised learning with heterogeneous distribution consistency for visible infrared person re-identification. IEEE Transactions on Image Processing (IEEE TIP), 2024.
  33. Lin Yuan, Kai Liang, Xiao Pu, Yan Zhang, Jiaxu Leng, Tao Wu, Nannan Wang, Xinbo Gao. Invertible Image Obfuscation for Facial Privacy Protection via Secure Flow. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2024.
  34. Xi Yang, Menghui Tian, Meijie Li, Ziyu Wei, Liu Yuan, Nannan Wang, Xinbo Gao. SSRR: Structural Semantic Representation Reconstruction for Visible-Infrared Person Re-Identification. IEEE Transactions on Multimedia (IEEE TMM), 2024.
  35. Xi Yang, Xian Wang, Liangchen Liu, Nannan Wang, Xinbo Gao. STFE: A Comprehensive Video-Based Person Re-Identification Network Based on Spatio-Temporal Feature Enhancement. IEEE Transactions on Multimedia (IEEE TMM), 2024.
  36. Ruiyang Xia, Decheng Liu, Jie Li, Lin Yuan, Nannan Wang*, Xinbo Gao*. MMNet: Multi-Collaboration and Multi-Supervision Network for Sequential Deepfake Detection. IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024.
  37. Yulong Yang, Chenhao Lin, Qian Li, Zhengyu Zhao, Haoran Fan, Dawei Zhou, Nannan Wang, Tongliang Liu, Chao Shen. Quantization Aware Attack: Enhancing Transferable Adversarial Attacks by Model Quantization. IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024.

 

其他近年来论文

  1. Yun Yi, Haokui Zhang, Rong Xiao, Nannan Wang*, Xiaoyu Wang. NAR-Former V2: Rethinking Transformer for Universal Neural Network Representation Learning. Neural Information Processing Systems (NeurIPS)， 2023. (CCF A类会议)
  2. Kun Cheng, Mingrui Zhu, Nannan Wang*, Guozhang Li, Xiaoyu Wang, Xinbo Gao. Controllable Face Sketch-Photo Synthesis with Flexible Generative Priors. 31th ACM International Conference on Multimedia (ACM MM), Ottawa, Canada, 2023. (CCF A类会议)
  3. De Cheng, Lingfeng He, Nannan Wang*, Shizhou Zhang, Zhen Wang, Xinbo Gao. Efficient Bilateral Cross-Modality Cluster Matching for Unsupervised Visible-Infrared Person ReID. 31th ACM International Conference on Multimedia (ACM MM), Ottawa, Canada, 2023. (CCF A类会议)
  4. De Cheng, Xiaojian Huang, Nannan Wang*, Lingfeng He, Zhihui Li, Xinbo Gao. Unsupervised Visible-Infrared Person ReID by Collaborative Learning with Neighbor-Guided Label Refinement. ACM International Conference on Multimedia (ACM MM), Ottawa, Canada, 2023. (CCF A类会议)
  5. Decheng Liu, Weizhao Yang, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao. Modality-agnostic Augmented Multi-Collaboration Representation for Semi-supervised Heterogeneous Face Recognition. ACM International Conference on Multimedia (ACM MM), Ottawa, Canada, 2023. (CCF A类会议)
  6. Zhigang Su, Dawei Zhou, Decheng Liu, Nannan Wang*, Zhen Wang, Xinbo Gao. Hiding Visual Information via Obfuscating Adversarial Perturbations. International Conference on Computer Vision (ICCV), Paris, France. October 2-3, 2023. (CCF A类会议)
  7. Mingrui Zhu, Xiao He, Nannan Wang*, Xiaoyu Wang, Xinbo Gao. All-to-key Attention for Arbitrary Style Transfer. International Conference on Computer Vision (ICCV), Paris, France. October 2-3, 2023. (CCF A类会议)
  8. Fei Gao, Yifan Zhu, Chang Jiang, Nannan Wang*. Human-inspired Facial Sketch Synthesis with Dynamic Adaptation. International Conference on Computer Vision (ICCV), Paris, France. October 2-3, 2023. (CCF A类会议)
  9. Dawei Zhou, Yukun Chen, Nannan Wang*, Decheng Liu, Xinbo Gao, Tongliang Liu. Eliminating Adversarial Noise via Information Discard and Robust Representation Restoration. Fortieth International Conference on Machine Learning (ICML), 2023. (CCF A类会议)
  10. Dawei Zhou, Nannan Wang*, Heng Yang, Xinbo Gao, Tongliang Liu. Phase-aware Adversarial Defense for Improving Adversarial Robustness. Fortieth International Conference on Machine Learning (ICML), 2023. (CCF A类会议)
  11. Biao Ma, Fei Gao*,Chang Jiang, Nannan Wang, Gang Xu. Semantic-Aware Generation of Multi-View Portrait Drawings. The 32nd International Joint Conference on Artificial Intelligence (IJCAI-23), 2023. (CCF A类会议)
  12. De Cheng, Xiaolong Wang, Nannan Wang*, Zhen Wang, Xiaoyu Wang, Xinbo Gao. Cross-Modality Person Re-Identification with Memory-based Contrastive Embedding. Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2023. (CCF A类会议)
  13. Guozhang Li, De Cheng, Xinpeng Ding, Nannan Wang*, Xiaoyu Wang, Xinbo Gao. Boosting Weakly-Supervised Temporal Action Localization with Text Information. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver Canada, June18-June 22, 2023. (CCF A类会议)
  14. Yun Yi, Haokui Zhang, Wenze Hu, Nannan Wang*, Xiaoyu Wang. NAR-Former: Neural Architecture Representation Learning towards Holistic Attributes Prediction. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver Canada, June18-June 22, 2023. (CCF A类会议)
  15. Chang Jiang, Fei Gao, Biao Ma, Yuhao Lin, Nannan Wang, Gang Xu. Masked and Adaptive Transformer for Exemplar Based Image Translation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver Canada, June18-June 22, 2023. (CCF A类会议)
  16. Xiaobo Xia, Bo Han, Nannan Wang*, Jiankang Deng, Jiatong Li, Yinian Mao, Tongliang Liu. Extended T: Learning with Mixed Closed-set and Open-set Noisy Labels. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), vol. 45, no. 3, pp. 3047-3058, 2023.
  17. Jingwei Xin, Nannan Wang*, Xinrui Jiang, Jie Li, Xinbo Gao. Advanced Binary Neural Network for Single Image Super Resolution. International Journal of Computer Vision (IJCV), 2023.
  18. Bing Cao, Zhiwei Bi, Qinghua Hu, Han Zhang, Nannan Wang, Xinbo Gao, and Dinggang Shen. AutoEncoder-Driven Multimodal Collaborative Learning for Medical Image Synthesis. International Journal of Computer Vision (IJCV), 2023.
  19. Chunlei Peng, Zimo Kong, Decheng Liu, Nannan Wang*, Xinbo Gao. Disguised Heterogeneous Face Generation with Iterative-adversarial Style Unification. IEEE Transactions on Multimedia (IEEE TMM), 2023.
  20. Liangchen Liu, Xi Yang, Nannan Wang, Xinbo Gao. Frequency Information Disentanglement Network for Video-based Person Re-Identification. IEEE Transactions on Image Processing (IEEE TIP), 2023.
  21. Decheng Liu, Zhan Dang, Chunlei Peng, Yu Zheng, Shuang Li, Nannan Wang, Xinbo Gao. FedForgery: Generalized Face Forgery Detection with Residual Federated Learning. IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023.
  22. Youjiang Yu, Kaibing Zhang, Xiaohua Wang, Nannan Wang, Xinbo Gao. An Adaptive Region Proposal Network with Progressive Attention Propagation for Tiny Person Detection from UAV Images. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2023.
  23. Yukai Wang, Chunlei Peng, Decheng Liu, Nannan Wang, Xinbo Gao. Spatial-Temporal Frequency Forgery Clue for Video Forgery Detection in VIS and NIR Scenario. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2023.
  24. Zhiling Guo, Jingwei Xin, Nannan Wang*, Jie Li, Xiaoyu Wang, Xinbo Gao. Unsupervised Across Domain Consistency-Difference Network for Hyperspectral Image Super-Resolution. IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2023.
  25. Jingwei Xin, Zikai Wei, Nannan Wang*, Jie Li, Xiaoyu Wang, Xinbo Gao. Learning a High Fidelity Identity Representation for Face Frontalization. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2023.
  26. Guozhang Li, De Cheng, Xinpeng Ding, Nannan Wang*, Jie Li, Xinbo Gao*. Weakly-Supervised Temporal Action Localization with Bidirectional Semantic Consistency Constraint. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2023.
  27. Hangyu Li, Nannan Wang*, Xi Yang, Xiaoyu Wang, Xinbo Gao. Unconstrained Facial Expression Recognition with No-Reference De-Elements Learning. IEEE Transactions on Affective Computing (IEEE TAFFC), 2023.
  28. Mingrui Zhu, Zicheng Wu, Nannan Wang*, Heng Yang, Xinbo Gao. Dual Conditional Normalization Pyramid Networks for Face Photo-Sketch Synthesis. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2023.
  29. De Cheng, Gerong Wang, Nannan Wang*, Dingwen Zhang*, Qiang Zhang, Xinbo Gao. Discriminative and Robust Attribute Alignment for Zero-Shot Learning. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2023.
  30. Changcheng Liang, Mingrui Zhu, Nannan Wang*, Heng Yang, Xinbo Gao. PMSGAN: Parallel Multi-Stage GANs for Face Image Translation. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2023.
  31. Wangbo Yu, Mingrui Zhu, Nannan Wang*, Xiaoyu Wang, Xinbo Gao. An Efficient Transformer based on Global and Local Self-attention for Face Photo-Sketch Synthesis, IEEE Transactions on Image Processing (IEEE TIP), vol. 32, pp. 483-495, 2023.
  32. Xi Yang, Xiaoqi Wang, Nannan Wang, Xinbo Gao. Address the Unseen Relationships: Attribute Correlations in Text Attribute Person Search. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2023.
  33. Zhen Wang, Yang Zhang, Yan Pang, Ji Zhang, Nannan Wang, Mohamed Bah, Ke Li. Towards Learning Joint Inference Tasks for IASS-MTS Using Dual Attention Memory with Stochastic Generative Imputation. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2023.
  34. Decheng Liu, Zeyang Zheng, Chunlei Peng, Yukai Wang, Nannan Wang, Xinbo Gao. Hierarchical Forgery Classifier On Multi-modality Face Forgery Clues. IEEE Transactions on Multimedia (IEEE TMM), 2023.
  35. Xiao He, Mingrui Zhu*, Nannan Wang*, Xiaoyu Wang, Xinbo Gao. BiTGAN: bilateral generative adversarial networks for Chinese ink wash painting style transfer. SCIENCE CHINA Information Sciences, vol.66, no. 119104, 2023.
  36. Kun Cheng, Xiaodong Cun, Yong Zhang, Menghan Xia, Fei Yin, Mingrui Zhu, Xuan Wang, Jue Wang, Nannan Wang. VideoReTalking: Audio-based Lip Synchronization for Talking Head Video Editing In the Wild. SIGGRAPH Asia 2022
  37. De Cheng, Yixiong Ning, Nannan Wang*, Xinbo Gao, Heng Yang, Yuxuan Du, Bo Han, Tongliang Liu. Class-Dependent Lable-Noise Learning with Cycle-Consistency Regularization. Neural Information Processing Systems (NeurIPS)， 2022. (CCF A类会议)
  38. Dawei Zhou#, Nannan Wang*, Bo Han, Tongliang Liu. Modeling Adversarial Noise for Adversarial Training. International Conference on Machine Learning (ICML), Baltimore, USA, July 17-23, 2022. (CCF A类会议)
  39. Dawei Zhou, Nannan Wang*, Xinbo Gao, Bo Han, Xiaoyu Wang, Yibing Zhan, Tongliang Liu. Improving Adversarial Robustness via Mutual Information Estimation. International Conference on Machine Learning (ICML), Baltimore, USA, July 17-23, 2022. (CCF A类会议)
  40. Hangyu Li, Nannan Wang*, Xi Yang, Xiaoyu Wang, Xinbo Gao. Towards Semi-Supervised Deep Facial Expression Recognition with An Adaptive Confidence Margin. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, June 19-24, 2022.(CCF A类会议)
  41. De Cheng, Tongliang Liu, Yixiong Ning, Nannan Wang*, Bo Han, Gang Niu, Xinbo Gao, Masashi Sugiyama. Instance-Dependent Labe-Noise Learning with Manifold-Regularized Transition Matrix Estimation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, June 19-24, 2022. (CCF A类会议)
  42. De Cheng, Yan Li, Dingwen Zhang, Nannan Wang*, Xinbo Gao, Jiande Sun*. Robust Single Image Dehazing based on Consistent and Contrast-Assisted Reconstruction. International Joint Conference on Artificial Intelligence (IJCAI), Vienna, Austria, June 19-24, 2022. (CCF A类会议)
  43. Xiaobo Xia, Shuo Shan, Mingming Gong, Nannan Wang, Fei Gao, Haikun Wei*, Tongliang Liu. Sample-Efficient Kernel Mean Estimator with Marginalized Corrupted Data, ACM SIGKDD, Washington DC, USA, Aug.14-19, 2022. (CCF A类会议)
  44. Zhaoqing Wang, Qiang Li*, Guoxin Zhang, Pengfei Wan, Wen Zheng, Nannan Wang, Mingming Gong, Tongliang Liu. Exploring Set Similarity for Dense Self-supervised Representation Learning. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, June 19-24, 2022.(CCF A类会议)
  45. Dawei Zhou, Tongliang Liu, Bo Han, Nannan Wang*, Chunlei Peng, Xinbo Gao. Towards Defending Against Adversarial Examples via Attack-Invariant Features, International Conference on Machine Learning (ICML), Online, July 18-24, 2021 (CCF A类会议)
  46. Dawei Zhou, Nannan Wang*, Chunlei Peng, Xinbo Gao, Xiaoyu Wang, Jun Yu, Tongliang Liu. Removing Adversarial Noise in Class Activation Feature Space, International Conference on Computer Vision (ICCV), Montreal, Canada, Oct.11-17, 2021. (CCF A类会议)
  47. Xinpeng Ding, Nannan Wang*, Shiwei Zhang, De Cheng, Xiaomeng Li, Ziyuan Huang, Mingqian Tang, Xinbo Gao. Support-Set Based Cross-Supervision for Video Grounding, International Conference on Computer Vision (ICCV), Montreal, Canada, Oct.11-17, 2021. (CCF A类会议)
  48. Mingrui Zhu, Changcheng Liang, Nannan Wang*, Xiaoyu Wang, Zhifeng Li, Xinbo Gao. A Sketch-Transformer Network for Face Photo-Sketch Synthesis, International Joint Conference on Artificial Intelligence (IJCAI), Online, July 5-7, 2021. (CCF A类会议)
  49. Xinrui Jiang, Nannan Wang*, Jingwei Xin, Keyu Li, Xi Yang, Xinbo Gao. Training Binary Neural Network without Batch Normalization for Image Super-Resolution, 35th AAAI Conference on Artificial Intelligence(AAAI), Online, February 2-9, 2021. (CCF A类会议)
  50. Songhua Wu, Xiaobo Xia, Tongliang Liu*, Bo Han, Mingming Gong, Nannan Wang, Haifeng Liu, Gang Niu. Class2Simi: A Noise Reduction Perspective on Learning with Noisy Labels, International Conference on Machine Learning (ICML), Online, July 18-24, 2021. (CCF A类会议)
  51. Xiaobo Xia, Tongliang Liu*, Bo Han, Chen Gong, Nannan Wang, Z. Ge, and Y. Chang. Robust Early-Learning: Hindering the Memorization of Noisy Labels. The 9th International Conference on Learning Representations (ICLR), Online, May 4-8, 2021.
  52. Tianwei Lin, Zhuoqi Ma*, Fu Li, Dongliang He, Xin Li, Errui Ding, Nannan Wang, Jie Li, Xinbo Gao. Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Online, June 19-25, 2021. (CCF A类会议)
  53. Ziyu Wei, Xi Yang*, Nannan Wang, Xinbo Gao. Syncretic Modality Collaborative Learning for Visible Infrared Person Re-Identification, International Conference on Computer Vision (ICCV), Montreal, Canada, Oct.11-17, 2021. (CCF A类会议)
  54. Liangchen Liu, Xi Yang*, Nannan Wang, Xinbo Gao. Viewing From Frequency Domain: A DCT-based Information Enhancement Network for Video Person Re-Identification. The 29th ACM International Conference on Multimedia (ACM MM)，Chengdu, Sichuan, China, Oct.20-24, 2021 (CCF A类会议，Oral Presentation)
  55. Jingwei Xin, Nannan Wang*, Xinrui Jiang, Jie Li, Heng Huang, Xinbo Gao. Binarized Neural Network for Single Image Super-Resolution. European Conference on Computer Vision (ECCV), Online, Aug.23-28, 2020. (Spotlight, 计算机视觉三大顶会之一，top 5%, 161/5025, 104 Oral).
  56. Bing Cao, Han Zhang, Nannan Wang*, Xinbo Gao, Dinggang Shen*. Auto-GAN: Self-Supervised Collaborative Learning for Medical Image Synthesis. 34th AAAI Conference on Artificial Intelligence(AAAI), New York, USA, Feb.7-12 2020. (CCF A类会议)
  57. Jingwei Xin, Nannan Wang*, Xinrui Jiang, Jie Li, Xinbo Gao, Zhifeng Li. Facial Attribute Capsules for Noise Face Image Super Resolution, 34th AAAI Conference on Artificial Intelligence (AAAI), New York, USA, Feb.7-12 2020. (CCF A类会议)
  58. Jingwei Xin, Nannan Wang*, Jie Li, Xinbo Gao, Zhifeng Li. Video Face Super-resolution with Motion-Adaptive Feedback Cell. 34th AAAI Conference on Artificial Intelligence(AAAI), New York, USA, Feb.7-12 2020. (CCF A类会议)
  59. Xiaobo Xia, Tongliang Liu*, Bo Han, Nannan Wang, Mingming Gong, Haifeng Liu, Gang Niu, Dacheng Tao, Masashi Sugiyama. Parts-dependent Label Noise: Towards Instance-dependent Label Noise, Neural Information Processing Systems (NeurIPS), Online, June 6-9, 2020. (CCF A类会议, Spotlight, 280/1900，105 orals)
  60. Rui Wang, Xin Liu*, Yiu-ming Cheung, Kai Cheng, Nannan Wang, Wentao Fan. Learning Discriminative Joint Embeddings for Efficient Face and Voice Association. SIGIR, short paper, Online, July 25-30, 2020. (CCF A类会议)
  61. Keyu Li, Nannan Wang*, Jingwei Xin, Xinrui Jiang, Jie Li, Xinbo Gao, Kai Han, Yunhe Wang. Local Means Binary Networks for Image Super-Resolution. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2022.
  62. Zhiling Guo, Jingwei Xin*, Nannan Wang*,Jie Li, Xinbo Gao. External-Internal Attention for Hyperspectral Image Super-Resolution. IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), vol. 60, no. 5538714, 2022.
  63. Hangyu Li, Nannan Wang*, Xi Yang, Xinbo Gao. CRS-CONT: A Well-Trained General Encoder for Facial Expression Analysis. IEEE Transactions on Image Processing (IEEE TIP), vol.31, pp.4637-4650, July, 2022.
  64. De Cheng, Jingyu Zhou, Nannan Wang*, Xinbo Gao. Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id. IEEE Transactions on Image Processing (IEEE TIP), vol.31, pp.3334-3346, April, 2022.
  65. Xinpeng Ding, Nannan Wang*, Shiwei Zhang, Ziyuan Huang, Xiaomeng Li, Mingqian Tang, Tongliang Liu, Xinbo Gao. Exploring Language Hierarchy for Video Grounding. IEEE Transactions on Image Processing (IEEE TIP), vol.31, pp.4693-4706, July, 2022.
  66. Jingwei Xin, Jie Li, Xinrui Jiang, Nannan Wang*, Heng Huang, Xinbo Gao*. Wavelet-based Dual Recursive Network for Image Super-Resolution. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), vol.33, pp.707-720, February, 2022
  67. Mingrui Zhu, Jie Li, Nannan Wang*, Xinbo Gao*. Knowledge Distillation for Face Photo-Sketch Synthesis, IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), vol.33, pp.893-906, February, 2022.
  68. Zhuoqi Ma, Tianwei Lin, Xin Li, Fu Li, Dongliang He, Errui Ding, Nannan Wang*, Xinbo Gao*. Dual-Affinity Style Embedding Network for Semantic-aligned Image Style Transfer. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), Early Access, February, 2022.
  69. Xinrui Jiang, Nannan Wang*, Jingwei Xin, Keyu Li, Jie Li, Xinbo Gao. Towards Pixel-Level Precision for Binary Super-Resolution with Mixed Binary Representation. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), accepted, 2022.
  70. Zhaori Gong, Nannan Wang*, De Cheng, Xinrui Jiang, Jingwei Xin, Xi Yang, Xinbo Gao. Learning Deep Resonant Prior for Hyperspectral Image Super-Resolution. IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), vol.60, June, 2022.
  71. Xin Liu, He Yi, Yiu-ming Cheung*, Xing Xu, Nannan Wang. Learning Relationship-enhanced Semantic Graph for Fine-Grained Image-Text Matching. IEEE Transactions on Cybernetics (IEEE TCyber), Early Access, June, 2022.
  72. Ziyu Wei, Xi Yang*, Nannan Wang, Xinbo Gao. RBDF: Reciprocal Bi-directional Framework for Visible Infrared Person Re-identification. IEEE Transactions on Cybernetics (IEEE TCyber), accepted, 2022.
  73. Decheng Liu, Xinbo Gao*, Chunlei Peng, Nannan Wang*, Jie Li. Heterogeneous Face Interpretable Disentangled Representation for Joint Face Recognition and Synthesis. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), vol. 30, no. 10, pp.5611-5625, October, 2022.
  74. Yukai Wang, Chunlei Peng*, Decheng Liu, Nannan Wang, Xinbo Gao. ForgeryNIR: Deep Face Forgery and Detection in Near-Infrared Scenario, IEEE Transactions on Information Forensics and Security (IEEE TIFS), vol.17, pp. 500-515, January, 2022.
  75. Congyu Zhang, Decheng Liu, Chunlei Peng*, Nannan Wang, Xinbo Gao. Edge Aware Domain Transformation for Face Sketch Synthesis, IEEE Transactions on Information Forensics and Security (IEEE TIFS), vol.17, pp. 2761-2770, August, 2022.
  76. Pengcheng Zhang, Zhou Zhao*, Nannan Wang, Jun Yu, Fei Wu. Local-Global Graph Pooling via Mutual Information Maximization for Video-Paragraph Retrieval. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Early Access, May, 2022.
  77. Yingzhi Tang, Xi Yang*, Xinrui Jiang, Nannan Wang, Xinbo Gao. Dually Distribution Pulling Network for Cross-Resolution Person Reidentification. IEEE Transactions on Cybernetics (IEEE TCyber), vol. 52, no. 11, pp. 12016-12027, November 2022.
  78. Mingrui Zhu, Jie Li, Nannan Wang*, and Xinbo Gao*. Learning Deep Patch Representations for Probabilistic Graphical Model-Based Face Sketch Synthesis. International Journal of Computer Vision (IJCV), vol.129, pp.1820-1836, March, 2021.
  79. Hangyu Li, Nannan Wang*, Xinpeng Ding, Xi Yang, Xinbo Gao. Adaptively Learning Facial Expression Representation via C-F Labels and Distillation. IEEE Transactions on Image Processing (IEEE TIP), vol. 30, pp. 2016-2028, January, 2021.
  80. Xinpeng Ding, Nannan Wang*, Xinbo Gao, Jie Li, Xiaoyu Wang, and Tongliang Liu. KFC: An Efficient Framework for Semi-supervised Temporal Action Localization. IEEE Transactions on Image Processing (IEEE TIP), vol.30, pp.6869-6878, July, 2021.
  81. Guozhang Li, Jie Li, Nannan Wang*, Xinpeng Ding, Zhifeng Li, Xinbo Gao*. Multi-Hierarchical Category Supervision for Weakly-Supervised Temporal Action Localization. IEEE Transactions on Image Processing (IEEE TIP), vol.30, pp.9332-9344, November, 2021.
  82. Chunlei Peng, Nannan Wang*, Jie Li, Xinbo Gao*. Soft Semantic Representation for Cross-Domain Face Recognition, IEEE Transactions on Information Forensics and Security (IEEE TIFS), vol.16, pp.346-360, July, 2021.
  83. Dawei Zhou, Nannan Wang*, Chunlei Peng, Yi Yu, Xi Yang, Xinbo Gao. Towards Multi-domain Face Synthesis via Domain-Invariant Representations and Multi-level Feature Parts, IEEE Transactions on Multimedia (IEEE TMM), vol.24, pp.3469-3479, July, 2021.
  84. Xi Yang, Liangchen Liu, Nannan Wang, Xinbo Gao*. A Two-Stream Dynamic Pyramid Representation Model for Video-based Person Re-Identification. IEEE Transactions on Image Processing (IEEE TIP), vol.30, pp.6226-6276, July, 2021.
  85. Lin Zhao*, Nannan Wang, Chen Gong, Jian Yang*, Xinbo Gao. Estimating Human Pose Efficiently by Parallel Pyramid Networks. IEEE Transactions on Image Processing (IEEE TIP), vol.30, pp. 6785-6800, July, 2021.
  86. Ziyu Wei, Xi Yang*, Nannan Wang, Xinbo Gao. Flexible Body Partition-based Adversarial Learning for Visible Infrared Person Re-Identification. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), vol.33, pp.4676-4687, March, 2021.
  87. Xi Yang, Yan Wang, Nannan Wang, Xinbo Gao*. An Enhanced SiamMask Network for Coastal Ship Tracking. IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), vol.60, October, 2021.
  88. Xi Yang, Xin Zhang, Nannan Wang, Xinbo Gao*. A Robust One-Stage Detector for Multiscale Ship Detection with Complex Background in Massive SAR Images. IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), vol.60, November, 2021.
  89. Xi Yang, Xiaoqi Wang, Nannan Wang, Xinbo Gao*. SRDN: A unified super-resolution and motion deblurring network for space image restoration. IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), vol.60, November, 2021.
  90. Zhaoyu Guo, Zhou Zhao*, Weike Jin, Zhicheng Wei, Min Yang, Nannan Wang, Nicholas Jing Yuan. Multi-Turn Video Question Generation via Reinforced Multi-Choice Attention Network. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), vol. 31, no. 5, pp. 1697-1710, May, 2021

 

 

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