Jo-SNC: Combating Noisy Labels Through Fostering Self- and Neighbor-Consistency.

Zeren Sun https://orcid.org/0000-0001-6262-5338 https://www.wikidata.org/entity/Q131165885

Zeren Sun Yazhou Yao Tongliang Liu Zechao Li Fumin Shen Jinhui Tang 0001 Jo-SNC: Combating Noisy Labels Through Fostering Self- and Neighbor-Consistency. 2026 April 4708-4725 48 IEEE Trans. Pattern Anal. Mach. Intell. 4 https://doi.org/10.1109/TPAMI.2025.3646737 db/journals/pami/pami48.html#SunYLLST26 streams/journals/pami

Shuwen Jin Junzhu Mao Zeren Sun Yazhou Yao Discriminative response pruning for robust and efficient deep networks under label noise. 170-177 2026 199 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2025.11.025 db/journals/prl/prl199.html#JinMSY26 streams/journals/prl

Chunying Song Qiong Wang 0003 Zeren Sun Huafeng Liu 0004 Monocular 3D lane detection with geometry-guided transformation and contextual enhancement. 278-284 2026 199 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2025.11.041 db/journals/prl/prl199.html#SongWSL26 streams/journals/prl

Zeren Sun Yazhou Yao Tongliang Liu Zechao Li Fumin Shen Jinhui Tang 0001 Combating Noisy Labels through Fostering Self- and Neighbor-Consistency. 2026 January abs/2601.12795 CoRR https://doi.org/10.48550/arXiv.2601.12795 db/journals/corr/corr2601.html#abs-2601-12795 streams/journals/corr

Xinhao Cai Gensheng Pei Zeren Sun Yazhou Yao Fumin Shen Wenguan Wang Iris: Bringing Real-World Priors into Diffusion Model for Monocular Depth Estimation. 2026 March abs/2603.16340 CoRR https://doi.org/10.48550/arXiv.2603.16340 db/journals/corr/corr2603.html#abs-2603-16340 streams/journals/corr

Xinhao Cai Liulei Li Gensheng Pei Zeren Sun Yazhou Yao Wenguan Wang PKINet-v2: Towards Powerful and Efficient Poly-Kernel Remote Sensing Object Detection. 2026 March abs/2603.16341 CoRR https://doi.org/10.48550/arXiv.2603.16341 db/journals/corr/corr2603.html#abs-2603-16341 streams/journals/corr

Bo Zhou Qiuxia Lai Zeren Sun Xiangbo Shu Yazhou Yao Wenguan Wang Learning 3D Representations for Spatial Intelligence from Unposed Multi-View Images. 2026 April abs/2604.10573 CoRR https://doi.org/10.48550/arXiv.2604.10573 db/journals/corr/corr2604.html#abs-2604-10573 streams/journals/corr

Mengmeng Sheng Shuai Yan Zeren Sun Tao Chen 0012 Huafeng Liu 0004 Yazhou Yao Combating Noisy Labels in Knowledge Distillation for Efficient Edge Device Deployment. 11989-12000 2025 November 71 IEEE Trans. Consumer Electron. 4 https://doi.org/10.1109/TCE.2025.3610163 db/journals/tce/tce71.html#ShengYSCLY25 streams/journals/tce

Junzhu Mao Zeren Sun Yazhou Yao Tianfei Zhou Liqiang Nie Xian-Sheng Hua 0001 NiCI-Pruning: Enhancing Diffusion Model Pruning via Noise in Clean Image Guidance. 8447-8460 2025 34 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2025.3643138 db/journals/tip/tip34.html#MaoSYZNH25 streams/journals/tip

Mengmeng Sheng Zeren Sun Tianfei Zhou Xiangbo Shu Jinshan Pan Yazhou Yao CA2C: A Prior-Knowledge-Free Approach for Robust Label Noise Learning via Asymmetric Co-Learning and Co-Training. 2025 ICCV 901-911 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.00092 db/conf/iccv/iccv2025.html#ShengSZSPY25 streams/conf/iccv

Huafeng Liu 0004 Mengmeng Sheng Zeren Sun Yazhou Yao Xian-Sheng Hua 0001 Heng Tao Shen Learning With Imbalanced Noisy Data by Preventing Bias in Sample Selection. 7426-7437 2024 26 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2024.3368910 db/journals/tmm/tmm26.html#LiuSSYHS24

Mengmeng Sheng Zeren Sun Zhenhuang Cai Tao Chen 0012 Yichao Zhou Yazhou Yao Adaptive Integration of Partial Label Learning and Negative Learning for Enhanced Noisy Label Learning. 4820-4828 2024 AAAI https://doi.org/10.1609/aaai.v38i5.28284 conf/aaai/2024 db/conf/aaai/aaai2024.html#ShengSCCZY24 Gensheng Pei Tao Chen 0012 Xiruo Jiang Huafeng Liu 0004 Zeren Sun Yazhou Yao VideoMAC: Video Masked Autoencoders Meet ConvNets. 22733-22743 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.02145 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#Pei0J0SY24 Xinhao Cai Qiuxia Lai Yuwei Wang Wenguan Wang Zeren Sun Yazhou Yao Poly Kernel Inception Network for Remote Sensing Detection. 27706-27716 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.02617 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#CaiLWWSY24 Mengmeng Sheng Zeren Sun Tao Chen 0012 Shuchao Pang Yucheng Wang 0013 Yazhou Yao Foster Adaptivity and Balance in Learning with Noisy Labels. 217-235 2024 ECCV (27) https://doi.org/10.1007/978-3-031-73383-3_13 conf/eccv/2024-27 db/conf/eccv/eccv2024-27.html#ShengSCPWY24 streams/conf/eccv Tao Chen 0012 Xiruo Jiang Gensheng Pei Zeren Sun Yucheng Wang 0013 Yazhou Yao Knowledge Transfer with Simulated Inter-image Erasing for Weakly Supervised Semantic Segmentation. 441-458 2024 ECCV (42) https://doi.org/10.1007/978-3-031-72946-1_25 conf/eccv/2024-42 db/conf/eccv/eccv2024-42.html#ChenJPSWY24 streams/conf/eccv Yuhao Gao Gensheng Pei Mengmeng Sheng Zeren Sun Tao Chen 0012 Yazhou Yao Relating CNN-Transformer Fusion Network for Remote Sensing Change Detection. 1-6 2024 ICME https://doi.org/10.1109/ICME57554.2024.10687791 conf/icmcs/2024 db/conf/icmcs/icme2024.html#GaoPSS0Y24 Zhenhuang Cai Shuai Yan Yuanbo Chen Chuanyi Zhang Zeren Sun Yazhou Yao Progressively Robust Loss for Deep Learning with Noisy Labels. 1-8 2024 IJCNN https://doi.org/10.1109/IJCNN60899.2024.10650630 conf/ijcnn/2024 db/conf/ijcnn/ijcnn2024.html#CaiYCZSY24 streams/conf/ijcnn Mengmeng Sheng Zeren Sun Gensheng Pei Tao Chen 0012 Haonan Luo 0002 Yazhou Yao Enhancing Robustness in Learning with Noisy Labels: An Asymmetric Co-Training Approach. 4406-4415 2024 ACM Multimedia https://doi.org/10.1145/3664647.3680835 https://www.wikidata.org/entity/Q131165890 conf/mm/2024 db/conf/mm/mm2024.html#ShengSP0LY24 Yiyou Gao Zeren Sun Yazhou Yao Xiruo Jiang Zhenmin Tang Delving Deeper Into Clean Samples for Combating Noisy Labels. 176-190 2024 PRCV (9) https://doi.org/10.1007/978-981-97-8692-3_13 conf/prcv/2024-9 db/conf/prcv/prcv2024-9.html#GaoSYJT24 streams/conf/prcv

Huafeng Liu 0004 Mengmeng Sheng Zeren Sun Yazhou Yao Xian-Sheng Hua 0001 Heng Tao Shen Learning with Imbalanced Noisy Data by Preventing Bias in Sample Selection. 2024 abs/2402.11242 CoRR https://doi.org/10.48550/arXiv.2402.11242 db/journals/corr/corr2402.html#abs-2402-11242

Gensheng Pei Tao Chen 0012 Xiruo Jiang Huafeng Liu 0004 Zeren Sun Yazhou Yao VideoMAC: Video Masked Autoencoders Meet ConvNets. 2024 abs/2402.19082 CoRR https://doi.org/10.48550/arXiv.2402.19082 db/journals/corr/corr2402.html#abs-2402-19082

Xinhao Cai Qiuxia Lai Yuwei Wang Wenguan Wang Zeren Sun Yazhou Yao Poly Kernel Inception Network for Remote Sensing Detection. 2024 abs/2403.06258 CoRR https://doi.org/10.48550/arXiv.2403.06258 db/journals/corr/corr2403.html#abs-2403-06258

Tao Chen 0012 Xiruo Jiang Gensheng Pei Zeren Sun Yucheng Wang 0013 Yazhou Yao Knowledge Transfer with Simulated Inter-Image Erasing for Weakly Supervised Semantic Segmentation. 2024 abs/2407.02768 CoRR https://doi.org/10.48550/arXiv.2407.02768 db/journals/corr/corr2407.html#abs-2407-02768 streams/journals/corr

Mengmeng Sheng Zeren Sun Tao Chen 0012 Shuchao Pang Yucheng Wang 0013 Yazhou Yao Foster Adaptivity and Balance in Learning with Noisy Labels. 2024 abs/2407.02778 CoRR https://doi.org/10.48550/arXiv.2407.02778 db/journals/corr/corr2407.html#abs-2407-02778 streams/journals/corr

Yuhao Gao Gensheng Pei Mengmeng Sheng Zeren Sun Tao Chen 0012 Yazhou Yao Relating CNN-Transformer Fusion Network for Change Detection. 2024 abs/2407.03178 CoRR https://doi.org/10.48550/arXiv.2407.03178 db/journals/corr/corr2407.html#abs-2407-03178 streams/journals/corr

Junzhu Mao Yazhou Yao Zeren Sun Xingguo Huang Fumin Shen Heng Tao Shen Attention Map Guided Transformer Pruning for Occluded Person Re-Identification on Edge Device. 1592-1599 2023 25 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2023.3265159 db/journals/tmm/tmm25.html#MaoYSHSS23

Zeren Sun Yazhou Yao Xiu-Shen Wei Fumin Shen Jian Zhang 0002 Xian-Sheng Hua 0001 Boosting Robust Learning Via Leveraging Reusable Samples in Noisy Web Data. 3284-3295 2023 25 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2022.3158001 https://www.wikidata.org/entity/Q113435598 db/journals/tmm/tmm25.html#SunYWSZH23

Junzhu Mao Yazhou Yao Zeren Sun Xingguo Huang Fumin Shen Heng Tao Shen Attention Map Guided Transformer Pruning for Edge Device. 2023 abs/2304.01452 CoRR https://doi.org/10.48550/arXiv.2304.01452 db/journals/corr/corr2304.html#abs-2304-01452

Zeren Sun Huafeng Liu 0004 Qiong Wang 0003 Tianfei Zhou Qi Wu 0001 Zhenmin Tang Co-LDL: A Co-Training-Based Label Distribution Learning Method for Tackling Label Noise. 1093-1104 2022 24 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2021.3116430 db/journals/tmm/tmm24.html#SunLWZWT22

Zeren Sun Fumin Shen Dan Huang Qiong Wang 0003 Xiangbo Shu Yazhou Yao Jinhui Tang 0001 PNP: Robust Learning from Noisy Labels by Probabilistic Noise Prediction. 5301-5310 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.00524 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#SunSHWSY022 Maosheng Sun Xiaoshui Huang Zeren Sun Qiong Wang 0003 Yazhou Yao Unsupervised Pre-training for 3D Object Detection with Transformer. 82-95 2022 PRCV (3) https://doi.org/10.1007/978-3-031-18913-5_7 conf/prcv/2022-3 db/conf/prcv/prcv2022-3.html#SunHSWY22

Zeren Sun Yazhou Yao Jimin Xiao Lei Zhang 0054 Jian Zhang 0002 Zhenmin Tang Exploiting textual queries for dynamically visual disambiguation. 107620 2021 110 Pattern Recognit. https://doi.org/10.1016/j.patcog.2020.107620 db/journals/pr/pr110.html#SunYXZZT21

Yazhou Yao Zeren Sun Chuanyi Zhang Fumin Shen Qi Wu 0001 Jian Zhang 0002 Zhenmin Tang Jo-SRC: A Contrastive Approach for Combating Noisy Labels. 5192-5201 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Yao_Jo-SRC_A_Contrastive_Approach_for_Combating_Noisy_Labels_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.00515 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#YaoSZS00T21 Zeren Sun Yazhou Yao Xiu-Shen Wei Yongshun Zhang Fumin Shen Jianxin Wu 0001 Jian Zhang 0002 Heng Tao Shen Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach. 10582-10591 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.01043 conf/iccv/2021 db/conf/iccv/iccv2021.html#SunYWZSW0S21

Yazhou Yao Zeren Sun Chuanyi Zhang Fumin Shen Qi Wu 0001 Jian Zhang 0002 Zhenmin Tang Jo-SRC: A Contrastive Approach for Combating Noisy Labels. 2021 abs/2103.13029 CoRR https://arxiv.org/abs/2103.13029 db/journals/corr/corr2103.html#abs-2103-13029

Zeren Sun Yazhou Yao Xiu-Shen Wei Yongshun Zhang Fumin Shen Jianxin Wu 0001 Jian Zhang 0002 Heng Tao Shen Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach. 2021 abs/2108.02399 CoRR https://arxiv.org/abs/2108.02399 db/journals/corr/corr2108.html#abs-2108-02399

Pengzhen Du Zeren Sun Yazhou Yao Zhenmin Tang Exploiting Category Similarity-Based Distributed Labeling for Fine-Grained Visual Classification. 186679-186690 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3030249 db/journals/access/access8.html#DuSYT20

Huafeng Liu 0004 Yazhou Yao Zeren Sun Xiangrui Li Ke Jia Zhenming Tang Road segmentation with image-LiDAR data fusion in deep neural network. 35503-35518 2020 79 Multim. Tools Appl. 47 https://doi.org/10.1007/s11042-019-07870-0 db/journals/mta/mta79.html#LiuYSLJT20

Zeren Sun Xian-Sheng Hua 0001 Yazhou Yao Xiu-Shen Wei Guosheng Hu Jian Zhang 0002 CRSSC: Salvage Reusable Samples from Noisy Data for Robust Learning. 92-101 2020 ACM Multimedia https://doi.org/10.1145/3394171.3413978 conf/mm/2020 db/conf/mm/mm2020.html#Sun0YWH020 Yazhou Yao Xiansheng Hua 0001 Guanyu Gao Zeren Sun Zhibin Li 0002 Jian Zhang 0002 Bridging the Web Data and Fine-Grained Visual Recognition via Alleviating Label Noise and Domain Mismatch. 1735-1744 2020 ACM Multimedia https://doi.org/10.1145/3394171.3413851 https://www.wikidata.org/entity/Q130888408 conf/mm/2020 db/conf/mm/mm2020.html#YaoHGS0020

Zeren Sun Xian-Sheng Hua 0001 Yazhou Yao Xiu-Shen Wei Guosheng Hu Jian Zhang 0002 Salvage Reusable Samples from Noisy Data for Robust Learning. 2020 abs/2008.02427 CoRR https://arxiv.org/abs/2008.02427 db/journals/corr/corr2008.html#abs-2008-02427

Yazhou Yao Zeren Sun Fumin Shen Li Liu 0004 Limin Wang 0002 Fan Zhu 0001 Lizhong Ding 0001 Gangshan Wu Ling Shao 0001 Dynamically Visual Disambiguation of Keyword-based Image Search. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/140 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#YaoSSLW0DW019 996-1002

Yazhou Yao Zeren Sun Fumin Shen Li Liu 0004 Limin Wang 0002 Fan Zhu 0001 Lizhong Ding 0001 Gangshan Wu Ling Shao 0001 Dynamically Visual Disambiguation of Keyword-based Image Search. 2019 abs/1905.10955 CoRR http://arxiv.org/abs/1905.10955 db/journals/corr/corr1905.html#abs-1905-10955

Huafeng Liu 0004 Yazhou Yao Zeren Sun Xiangrui Li Ke Jia Zhenmin Tang Road Segmentation with Image-LiDAR Data Fusion. 2019 abs/1905.11559 CoRR http://arxiv.org/abs/1905.11559 db/journals/corr/corr1905.html#abs-1905-11559

Xinhao Cai Zhenhuang Cai Tao Chen 0012 Yuanbo Chen Lizhong Ding 0001 Pengzhen Du Guanyu Gao Yiyou Gao Yuhao Gao Guosheng Hu Xian-Sheng Hua 0001Xiansheng Hua 0001 Dan Huang Xiaoshui Huang Xingguo Huang Ke Jia Xiruo Jiang Shuwen Jin Qiuxia Lai Liulei Li Xiangrui Li Zechao Li Zhibin Li 0002 Huafeng Liu 0004 Li Liu 0004 Tongliang Liu Haonan Luo 0002 Junzhu Mao Liqiang Nie Jinshan Pan Shuchao Pang Gensheng Pei Ling Shao 0001 Fumin Shen Heng Tao Shen Mengmeng Sheng Xiangbo Shu Chunying Song Maosheng Sun Jinhui Tang 0001 Zhenmin TangZhenming Tang Limin Wang 0002 Qiong Wang 0003 Wenguan Wang Yucheng Wang 0013 Yuwei Wang Xiu-Shen Wei Gangshan Wu Jianxin Wu 0001 Qi Wu 0001 Jimin Xiao Shuai Yan Yazhou Yao Chuanyi Zhang Jian Zhang 0002 Lei Zhang 0054 Yongshun Zhang Bo Zhou Tianfei Zhou Yichao Zhou Fan Zhu 0001