Jialong Zuo, Hanyu Zhou, Dongyue Wu, Yongtai Deng, Mengdan Tan, Nong Sang, Changxin Gao*, X Bai, "Achieving Text-based Person Retrieval with Any Granularity," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), accepted.
Feng Zhang#, Haoyou Deng#, Zhiqiang Li, Lida Li, Bin Xu, Qingbo Lu, Zisheng Cao, Minchen Wei, Changxin Gao*, Nong Sang, Xiang Bai, "High-resolution Photo Enhancement in Real-time: A Laplacian Pyramid Network," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 48(3): 2170-2185, 2026. [ESI highly cited paper]
Ruochen Zheng, Jiahao Hong, Changxin Gao*, Nong Sang, "REPAIR: Rank correlation and noisy pair half-replacing with memory for noisy correspondence," IEEE Transactions on Multimedia (TMM), vol.28, pp.465 - 478,2026.
Ruochen Zheng, Chuchu Han, Changxin Gao*, Nong Sang, "Linear Feature Source Prediction and Recombination Network for Noisy Label Learning," IEEE Transactions on Circuits and Systems for Video Technology (TSCVT), 35(2): 1648 - 1659, 2025 [paper]
Runmin Wang, Jielei Hei, Minghao Liu, Zukun Wan, Juan Xu, Xiaofei Cao, Xuan He, Yajun Ding, Changxin Gao*, and Nong Sang, "CR2-Net: Component Relationship Reasoning Network for Traffic Text Detection," IEEE Transactions on Intelligent Vehicles (TIV), 2024 [paper]
Xiang Wang, Shiwei Zhang, Zhiwu Qing, Zhengrong Zuo, Changxin Gao*, Rong Jin, Nong Sang, "HyRSM++: Hybrid relation guided temporal set matching for few-shot action recognition," Pattern Recognition (PR), vol. 147, pp. 110110, 2024 [paper]
Dongyue Wu, Zilin Guo, Aoyan Li, Changqian Yu, Changxin Gao*, Nong Sang, "Conditional Boundary Loss for Semantic Segmentation," IEEE Transactions on Image Processing (TIP), vol. 32, pp. 3717-3731, 2023 [paper][code]
Zhiwu Qing, Shiwei Zhang*, Ziyuan Huang, Yi Xu, Xiang Wang, Changxin Gao* Rong Jin, Nong Sang, "Self-Supervised Learning from Untrimmed Videos via Hierarchical Consistency," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(10):12408-12426, 2023. [paper][code]
Beibei Yang, Changqian Yu, Jin-Gang Yu, Changxin Gao*, Nong Sang, "Pose-Guided Hierarchical Semantic Decomposition and Composition for Human Parsing," IEEE Transactions on Cybernetics (TCYB), 53(3):1641-1652, 2023. [paper]
Huai Qin, Changqian Yu, Changxin Gao*, Nong Sang, "D2T: A Framework for Transferring Detection to Tracking," Pattern Recognition (PR), vol. 126, pp. 108544, 2022. [paper]
Changqian Yu, Changxin Gao*, Jingbo Wang, Gang Yu, Chunhua Shen, Nong Sang, "BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation," International Journal of Computer Vision (IJCV), vol. 129, pp. 3051-3068, 2021. [paper][ESI hot paper][ESI highly cited paper]
Chuchu Han, Ruochen Zheng, Changxin Gao*, and Nong Sang, "Complementation-Reinforced Attention Network for Person Re-Identification," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 30(10):3433-3445, 2020. [paper]
Jin Wang, Zheng Wang, Chao Liang, Changxin Gao*, Nong Sang. "Equidistance Constrained Metric Learning for Person Re-identification," Pattern Recognition (PR), vol. 74, pp. 38-51, 2018. [paper] [code]
Jin Wang, Zheng Wang, Changxin Gao*, Nong Sang, Rui Huang, "DeepList: Learning Deep Features with Adaptive Listwise Constraint for Person Re- identification," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 27(3):513-524, 2017. [paper] [code]
Changxin Gao, Feifei Chen, Jin-Gang Yu, Rui Huang, Nong Sang*. "Robust Visual Tracking Using Exemplar-based Detectors," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 27(2):300-312, 2017 [paper] [project]
Shiwei Zhang, Changxin Gao*, Feifei Chen, Sihui Luo, and Nong Sang. "Group Sparse Based Mid-level Representation For Action Recognition," IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC), 47(4):660-672, 2017. [paper]
Jun Xiang, Nong Sang, Jianhua Hou, Rui Huang, Changxin Gao*, "Multi-target Tracking Using Hough Forest Random Field," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 26(11):2028-2042, 2016. [paper] [project]
Jin-Gang Yu, Gui-Song Xia, Changxin Gao*, Ashok Samal, "A Computational Model for Object-Based Visual Saliency: Spreading Attention along Gestalt Cues," IEEE Transactions on Multimedia (TMM), 18(2):273-286, 2016 [paper]
Yiyuan Liang, Zhiying Yan, Tao Zhang, Shangke Liu, Kai Lin, Xu Zou, Nong Sang, Changxin Gao*, "SceneDirector: Bridging Explicit Geometry and Generative Priors for Unified Driving Scene Editing," International Conference on Machine Learning (ICML), 2026 [paper]
Dongyue Wu, Zilin Guo, Xiaoyu Li, Jiajia Liu, Jingdong Chen, Nong Sang, Changxin Gao*, "Selecting Samples on Graphs: A Unified Dataset Pruning Framework for Lossless Training Acceleration," International Conference on Machine Learning (ICML), 2026 [paper]
Jialong Zuo, Yongtai Deng, Lingdong Kong, Jingkang Yang, Rui Jin, Yiwei Zhang, Nong Sang, Liang Pan, Ziwei Liu, Changxin Gao*, "VideoLucy: Deep Memory Backtracking for Long Video Understanding," Annual Conference on Neural Information Processing Systems (NeurIPS), 2025 [paper]
Jialong Zuo, Yongtai Deng, Mengdan Tan, Rui Jin, Dongyue Wu, Nong Sang, Liang Pan, Changxin Gao*, "ReID5o: Achieving Omni Multi-modal Person Re-identification in a Single Model," Annual Conference on Neural Information Processing Systems (NeurIPS), 2025 [paper]
Guilin Zhu, Runmin Wang, Yuanjie Shao, Wei dong Yang*, Nong Sang, Changxin Gao*, "Continual Gaussian Mixture Distribution Modeling for Class Incremental Semantic Segmentation," Annual Conference on Neural Information Processing Systems (NeurIPS), 2025 [paper]
Chen Li, Huiying Xu, Changxin Gao*, Zeyu Wang, Yun Liu, Xinzhong Zhu, "Towards Single-Source Domain Generalized Object Detection via Causal Visual Prompts," Annual Conference on Neural Information Processing Systems (NeurIPS), 2025 [paper]
Dongyue Wu, Zilin Guo, Jialong Zuo, Nong Sang, Changxin Gao*, "Partial Forward Blocking: A Novel Data Pruning Paradigm for Lossless Training Acceleration," IEEE/CVF International Conference on Computer Vision (ICCV), 2025 [paper]
Zhenghao Gao#, Shengjie Xu#, Zijing Li, Meixi Chen, Chaojian Yu, Yuanjie Shao, Changxin Gao*, "FastJSMA: Accelerating Jacobian-based Saliency Map Attacks through Gradient Decoupling," IEEE/CVF International Conference on Computer Vision (ICCV), 2025 [paper]
Guilin Zhu, Dongyue Wu, Changxin Gao*, Runmin Wang, Wei dong Yang, Nong Sang, "Adaptive Prototype Replay for Class Incremental Semantic Segmentation," AAAI Conference on Artificial Intelligence (AAAI) , 2025 [paper][project]
Jialong Zuo, Ying Nie, Tianyu Guo, Huaxin Zhang, Jiahao Hong, Nong Sang, Changxin Gao*, Kai Han, "L-Man: A Large Multi-modal Model Unifying Human-centric Tasks," AAAI Conference on Artificial Intelligence (AAAI) , 2025 [paper][project]
Dongyue Wu, Zilin Guo, Li Yu, Nong Sang, Changxin Gao*, "Structural Pruning via Spatial-aware Information Redundancy for Semantic Segmentation," AAAI Conference on Artificial Intelligence (AAAI), 2025 [paper][project]
Jialong Zuo, Ying Nie, Hanyu Zhou, Huaxin Zhang, Haoyu Wang, Tianyu Guo, Nong Sang, Changxin Gao*, "Cross-video Identity Correlating for Person Re-identification Pre-training," Annual Conference on Neural Information Processing Systems (NeurIPS),2024 [paper][project]
Jialong Zuo, Jiahao Hong, Feng Zhang, Changqian Yu, Hanyu Zhou, Changxin Gao*, Nong Sang, Jingdong Wang, "PLIP: Language-Image Pre-training for Person Representation Learning," Annual Conference on Neural Information Processing Systems (NeurIPS),2024 [paper][project]
Zhengze Xu, Mengting Chen, Zhao Wang, Linyu Xing, Zhonghua Zhai, Nong Sang, Jinsong Lan, Shuai Xiao*, Changxin Gao*, "Tunnel Try-on: Excavating Spatial-temporal Tunnels for High-quality Virtual Try-on in Videos," ACM Multimedia (MM), 2024 [paper][project]
Jialong Zuo, Hanyu Zhou, Ying Nie, Feng Zhang, Tianyu Guo, Nong Sang, Yunhe Wang*, Changxin Gao*,"UFineBench: Towards Text-based Person Retrieval with Ultra-fine Granularity," IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024 [paper][code&dataset]
Zhiwu Qing, Shiwei Zhang,* Jiayu Wang, Xiang Wang, Yujie Wei, Yingya Zhang, Changxin Gao*, Nong Sang,"Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation," IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024 [paper][code]
Zhengze Xu, Dongyue Wu, Changqian Yu, Xiangxiang Chu, Nong Sang, Changxin Gao*, "SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time Segmentation," AAAI Conference on Artificial Intelligence (AAAI) , 2024[paper][code]
Feng Zhang, Ming Tian, Zhiqiang Li, Bin Xu, Qingbo Lu, Changxin Gao*, Nong Sang, "Lookup Table meets Local Laplacian Filter: Pyramid Reconstruction Network for Tone Mapping," Annual Conference on Neural Information Processing Systems (NeurIPS), 2023 [paper]
Zhiwu Qing, Shiwei Zhang*, Ziyuan Huang, Yi Xu, Xiang Wang, Mingqian Tang, Changxin Gao*, Rong Jin, Nong Sang, "Learning from Untrimmed Videos: Self-Supervised Video Representation Learning with Hierarchical Consistency," IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2022 [paper]
Shizhen Zhao, Changxin Gao*, Yuanjie Shao, Wei-Shi Zheng, Nong Sang, "Weakly Supervised Text-Based Person Re-Identification" IEEE/CVF International Conference on Computer Vision (ICCV), 2021[paper]
Rui Wang, Jian Chen, Gang Yu, Li Sun, Changqian Yu, Changxin Gao*, Nong Sang, "Attribute-specific Control Units in StyleGAN for Fine-grained Image Manipulation," ACM Multimedia (MM), 2021 [paper] [project][code]
Chuchu Han, Zhedong Zheng, Changxin Gao*, Nong Sang, Yi Yang, "Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search," AAAI Conference on Artificial Intelligence (AAAI), 2021 [paper]
Shizhen Zhao, Changxin Gao*, Jun Zhang, Hao Cheng, Chuchu Han, Xinyang Jiang, Xiaowei Guo, Wei-Shi Zheng, Nong Sang, Xing Sun, "Do Not Disturb Me: Person Re-identification Under the Interference of Other Pedestrians," European Conference on Computer Vision (ECCV), 2020 [paper][code]
Changqian Yu, Jingbo Wang, Changxin Gao*, Gang Yu, Chunhua Shen, Nong Sang, "Context Prior for Scene Segmentation," IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2020 [paper] [code]
Shizhen Zhao, Changxin Gao*, Yuanjie Shao, Lerenhan Li, Changqian Yu, Zhong Ji, Nong Sang, "GTNet: Generative Transfer Network for Zero-Shot Object Detection," AAAI Conference on Artificial Intelligence (AAAI), 2020 [paper][code]
Chuchu Han#, Jiacheng Ye#, Yunshan Zhong, Xin Tan, Chi Zhang, Changxin Gao*, Nong Sang, "Re-ID Driven Localization Refinement for Person Search," IEEE/CVF International Conference on Computer Vision (ICCV), 2019 [paper]
Changqian Yu#, Jingbo Wang#, Chao Peng, Changxin Gao*, Gang Yu, Nong Sang, "BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation," European Conference on Computer Vision (ECCV), 2018 [paper][code]
Changqian Yu, Jingbo Wang, Chao Peng, Changxin Gao*, Gang Yu, Nong Sang, "Learning a Discriminative Feature Network for Semantic Segmentation," IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2018 [paper][code]