主页/论文
VAI LAB · RESEARCH OUTPUTS

代表性论文

聚焦视觉人工智能、视频理解、跨模态学习、联邦智能与 AI for Science。

按年份浏览研究成果 · 点击“查看论文”可访问原文页面
  • 2026

    1. Hua Chang, Xin Xu, Wei Liu, Jiayi Wu, Kui Jiang, Fei Ma, and Qi Tian, “TextOVSR: Text-Guided Real-World Opera Video Super-Resolution.” in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026, pp. 2156-2165. 查看论文
    2. Xin Xu, Weilong Li, Wei Liu, Wenke Huang, Zhixi Yu, Bin Yang, Xiaoying Liao, and Kui Jiang, “FedBPrompt: Federated Domain Generalization Person Re-Identification via Body Distribution Aware Visual Prompts.” in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026, pp. 40448-40457. 查看论文
    3. Zhixi Yu, Wei Liu, Wenke Huang, Bin Yang, Qian Bie, Guancheng Wan, and Xin Xu, “Domain-Aware Suppression and Aggregation for Federated DG ReID.” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2026, 40(14): 12231-12239. 查看论文
    4. Hua Chang, Xin Xu, Wei Liu, Wei Wang, Xin Yuan, and Kui Jiang, “MambaOVSR: Multiscale Fusion with Global Motion Modeling for Chinese Opera Video Super-Resolution.” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2026, 40(4): 2725-2733. 查看论文
    5. Xin Xu, Binchang Ma, Zhixi Yu, and Wei Liu, “FedARKS: Federated Aggregation via Robust and Discriminative Knowledge Selection and Integration for Person Re-identification.” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2026, 40(14): 11424-11432. 查看论文
    6. Xiyu Zhu, Wei Wang, Xin Yuan, and Xiao Wang, “SLCFormer: Spectral-Local Context Transformer with Physics-Grounded Flare Synthesis for Nighttime Flare Removal.” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2026, 40(16): 13988-13996. 查看论文
    7. Yue Chen, Jianfeng Lu, Shuqin Cao, Wei Wang, Gang Li, and Guanghui Wen, “FedCure: Mitigating Participation Bias in Semi-Asynchronous Federated Learning with Non-IID Data.” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2026, 40(25): 20418-20426. 查看论文
    8. Xin Xu, Hao Liu, Wei Liu, Wei Wang, Jiayi Wu, and Kui Jiang, “ICLR: Inter-Chrominance and Luminance Interaction for Natural Color Restoration in Low-Light Image Enhancement.” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2026, 40(14): 11415-11423. 查看论文
    9. Qian Bie, Xiao Wang, Bin Yang, Zhixi Yu, Jun Chen, and Xin Xu, “Robust Pedestrian Detection with Uncertain Modality.” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2026, 40(4): 2462-2470. 查看论文
    10. Xin Yuan, Zhiyong Zhang, Xin Xu, Zheng Wang, and Chia-Wen Lin, “From Calibration to Refinement: Seeking Certainty via Probabilistic Evidence Propagation for Noisy-Label Person Re-Identification.” IEEE Transactions on Multimedia, 2026. 查看论文
    11. Wei Liu, Xin Xu, Kui Jiang, Zheng Wang, and Chia-Wen Lin, “Bridging the Short-Term and Long-Term Gap: A Cross-Task Continuous Learning Person Re-Identification Problem.” IEEE Transactions on Multimedia, 2026. 查看论文

  • 2025

    1. Minshi Chen, Hui Wei, Zheng Wang, and Xin Xu, “TH-Mamba: Spatial-Temporal Correlation Learning for Mamba-based Talking Head Generation.” ACM Transactions on Multimedia Computing, Communications, and Applications, 2025. 查看论文
    2. Xin Xu, Zhixi Yu, Kui Jiang, Xiaocheng Feng, and Chia-Wen Lin, “TH-Mamba: Spatial-Temporal Correlation Learning for Mamba-based Talking Head Generation.” IEEE Transactions on Circuits and Systems for Video Technology, 2025. 查看论文
    3. Xin Xu, Chaoyue Ren, Wei Liu, Wenke Huang, Bin Yang, Zhixi Yu, and Kui Jiang, “Positive Style Accumulation: A Style Screening and Continuous Utilization Framework for Federated DG-ReID.” in Proceedings of the 33rd ACM International Conference on Multimedia (ACM MM), 2025.
    4. Yuwen He, Wei Wang, Wanyu Wu, and Kui Jiang, “Disentangle nighttime lens flares: self-supervised generation-based lens flare removal.” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2025. 查看论文
    5. Shiqin Wang, Xin Xu, Haoyang Chen, Kui Jiang, and Zheng Wang, “The Parables of the Mustard Seed and the Yeast: Extremely Low-Budget, High-Performance Nighttime Semantic Segmentation.” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2025. 查看论文
    6. Xiao Wang, Lekai Liu, Bin Yang, Mang Ye, Zheng Wang, Xin Xu, “TokenMatcher: Diverse Tokens Matching for Unsupervised Visible-Infrared Person Re-Identification.” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2025. 查看论文
    7. Wei Liu, Xin Xu, Hua Chang, Xin Yuan, and Zheng Wang, “Mix-Modality Person Re-Identification: A New and Practical Paradigm.” ACM Transactions on Multimedia Computing, Communications, and Applications, 2025. 查看论文
    8. Anqi Cao, Zhijing Wan, Xiao Wang, Wei Liu, Wei Wang, Zheng Wang, and Xin Xu, “Diversity-Representativeness Replay and Knowledge Alignment for Lifelong Vehicle Re-identification.” ACM Transactions on Multimedia Computing, Communications, and Applications, 2025. 查看论文

  • 2024

    1. Wanyu Wu, Wei Wang, Zheng Wang, Kui Jiang, and Zhengguo Li, “For Overall Nighttime Visibility: Integrate Irregular Glow Removal with Glow-aware Enhancement.” IEEE Transactions on Circuits and Systems for Video Technology, 2024. 查看论文
    2. Hengwei Li, Wei Wang, Xiao Wang, Xin Yuan, and Xin Xu, “Blind 3D Video Stabilization with Spatio-Temporally Varying Motion Blur.” ACM Transactions on Multimedia Computing, Communications, and Applications, 2024. 查看论文
    3. Ling Zhang, Yidong Ma, Zhi Jiang, Weilei He, Zhongyun Bao, Gang Fu, Wenju Xu, and Chunxia Xiao, “HighlightRemover: Spatially Valid Pixel Learning for Image Specular Highlight Removal.” in Proceedings of the 32th ACM International Conference on Multimedia (ACM MM), 2024. 查看论文
    4. Shiqin Wang, Xin Xu, Haoyang Chen, Kui Jiang, Zheng Wang, Ke Tang, “Low-Light Salient Object Detection Meets the Small Size.” IEEE Transactions on Emerging Topics in Computational Intelligence, 2024. 查看论文
    5. 刘畅, 张玲, 何英豪, “边缘引导和拉普拉斯金字塔分解的古文本图像修复算法.” 计算机辅助设计与图形学学报, 2024. 查看论文
    6. Zhijing Wan, Xin Xu, Zheng Wang, Zhixiang Wang, and Ruimin Hu, “From Multi-Source Virtual to Real: Effective Virtual Data Search for Vehicle Re-Identification.” IEEE Transactions on Intelligent Transportation Systems, 2024. 查看论文

  • 2023

    1. Ling Zhang, Yinghao He, Qing Zhang, Zheng Liu, Xiaolong Zhang, and Chunxia Xiao, “Document Image Shadow Removal Guided by Color-Aware Background.” in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023. 查看论文
    2. Ling Zhang, Chengjiang Long, Xiaolong Zhang, and Chunxia Xiao, “Exploiting Residual and Illumination with GANs for Shadow Detection and Shadow Removal.” ACM Transactions on Multimedia Computing, Communications, and Applications, 2023. 查看论文
    3. Shiqin Wang, Xin Xu, Xianzheng Ma, Kui Jiang, and Zheng Wang, “Informative Classes Matter: Towards Unsupervised Domain Adaptive Nighttime Semantic Segmentation.” in Proceedings of the the 31st ACM International Conference on Multimedia (ACM MM), 2023. 查看论文
    4. Wanyu Wu, Wei Wang, Zheng Wang, Kui Jiang, and Xin Xu, “From Generation to Suppression: Towards Effective Irregular Glow Removal for Nighttime Visibility Enhancement.” in Proceedings of the 32th International Joint Conference on Artificial Intelligence (IJCAI), 2023. 查看论文
    5. Xin Yuan, Xin Xu, Zheng Wang, Kai Zhang, Wei Liu, and Ruimin Hu, “Searching Parameterized Retrieval & Verification Loss for Re-identification.” IEEE Journal of Selected Topics in Signal Processing, 2023. 查看论文
    6. 别倩, 王晓, 徐新, 赵启军, 王正, 陈军, 胡瑞敏, “红外—可见光跨模态的行人检测综述.” 中国图象图形学报, 2023. 查看论文
    7. Xin Yuan, Xin Xu, Xiao Wang, Kai Zhang, Liang Liao, Zheng Wang, and Chia‐Wen Lin, “OSAP-Loss: Efficient optimization of average precision via involving samples after positive ones towards remote sensing image retrieval.” CAAI Transactions on Intelligence Technology, 2023. 查看论文

  • 2022

    1. Xin Xu, Wei Liu, Zheng Wang, Ruimin Hu, and Qi Tian, “Towards generalizable person re-identification with a bi-stream generative model.” Pattern Recognition, 2022. 查看论文
    2. Xin Xu, Xin Yuan, Zheng Wang, Kai Zhang, and Ruimin Hu, “Rank-in-Rank Loss for Person Re-identification.” ACM Transactions on Multimedia Computing, Communications, and Applications, 2022. 查看论文
    3. Xiao Wang, Zheng Wang, Wu Liu, Xin Xu, Qijun Zhao, and Shin'ichi Satoh, “Towards causality inference for very important person localization.” in Proceedings of the 30th ACM International Conference on Multimedia (ACM MM), 2022. 查看论文
    4. Pengyu Xie, Xin Xu, Zheng Wang, and Toshihiko Yamasaki, “Sampling and Re-weighting: Towards Diverse Frame Aware Unsupervised Video Person Re-identification.” IEEE Transactions on Multimedia, 2022. 查看论文
    5. Zhijing Wan, Xin Xu, Zheng Wang, Toshihiko Yamasaki, Xiaolong Zhang, and Ruimin Hu, “Efficient virtual data search for annotation-free vehicle reidentification.” International Journal of Intelligent Systems, 2022.（封面论文） 查看论文
    6. Cunxing Lei, Xin Xu, Yingying Ma, Shikuan Jin, Boming Liu, and Wei Gong, “Full coverage estimation of the PM2.5 concentration across China based on an adaptive spatiotemporal approach.” IEEE Transactions on Geoscience and Remote Sensing, 2022. 查看论文
    7. 邓梦娇，徐新，马盈盈，龚威，金适宽，胡瑞敏, “多层感知机结合辐射传输模型的复杂陆地表面云检测.” 电子学报, 2022. 查看论文

  • 2021

    1. Xin Xu, Lei Liu, Xiaolong Zhang, Weili Guan, and Ruimin Hu, “Rethinking data collection for person re-identification: active redundancy reduction.” Pattern Recognition, May 2021, 113: 107827. 查看论文
    2. Xin Xu, Shiqin Wang, Zheng Wang, Xiaolong Zhang, and Ruimin Hu, “Exploring image enhancement for salient object detection in low light images.” ACM Transactions on Multimedia Computing, Communications, and Applications, 2021, 17(1s): art. no. 8. 查看论文
    3. Yang Zhu, Yingying Ma, Boming Liu, Xin Xu, Shikuan Jin, and Wei Gong, “Retrieving the vertical distribution of PM2.5 mass concentration from lidar via a random forest model.” IEEE Transactions on Geoscience and Remote Sensing, 2021, accepted. 查看论文
    4. Xiao Wang, Zheng Wang, Wu Liu, Xin Xu, Jing Chen, and Chia-Wen Lin, “Consistency-constancy bi-knowledge learning for pedestrian detection in night surveillance.” in Proceedings of the 29th ACM International Conference on Multimedia (ACM MM), Oct. 2021, pp. 4463- 4471. 查看论文
    5. Xiao Wang, et al., “Very important person localization in unconstrained conditions: a new benchmark.” in Proceedings of The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2021, 35(4), 2809-2816. 查看论文
    6. Pengyu Xie, Xin Xu, Zheng Wang, and Toshihiko Yamasaki, “Unsupervised video person re-identification via noise and hard frame aware clustering.” IEEE International Conference on Multimedia and Expo (ICME), July 2021, pp. 1-6. （最佳论文提名奖） 查看论文
    7. Wenbo Yu, Xin Xu, Shikuan Jin, Yingying Ma, and Wei Gong, "BP Neural Network Retrieval for Remote Sensing Atmospheric Profile of Ground-Based Microwave Radiometer." IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2021. 查看论文

  • Before 2021

    1. Ling Zhang, et al., “RIS-GAN:Explore Residual and Illumination with Generative Adversarial Networks for Shadow Removal.” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2020, 34(7):12829-12836.
    2. Wei Wang, et al., “Hazy image decolorization with color contrast restoration.” IEEE Transactions on Image Processing, vol. 29, pp. 1776-1787, 2020. 查看论文
    3. Xiao Wang, et al., “S3D: scalable pedestrian detection via score scale surface discrimination.” IEEE Transactions on Circuits and Systems for Video Technology, 30(10), pp. 3332-3344, 2020. 查看论文
    4. Xiao Wang, et al., “Listen, look, and find the one: robust person search with multimodality index.” ACM Transactions on Multimedia Computing, Communications, and Applications, 16(2), Article 47, 2020. 查看论文
    5. Xiao Wang, et al., “When pedestrian detection meets nighttime surveillance: a new benchmark.” in Conf. Rec. 2020 the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI), 2020, 509-515. 查看论文
    6. Wei Wang, et al., “Color contrast-preserving decolorization.” IEEE Transactions on Image Processing, 27(11): 5464–5474, 2018. 查看论文
    7. 徐新, 穆楠, 张晓龙. 一种鲁棒的夜间图像显著性对象检测模型[J]. 软件学报, 2018, 29(9): 2616-2631. 查看论文
    8. Ling Zhang, et al., “Illumination Decomposition for Photograph with Multiple Light Sources.” IEEE Transactions on Image Processing, 2017, 26(9): 4114-4127. 查看论文