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I am now a Ph.D. student at Harbin Institute of Technology, advised by Prof. Junjun Jiang. I get my master degree at Harbin Institute of Technology in 2021 and my B.Eng from Dalian University of Technology in 2019. My main research interest is machine learning and computer vision, especially learning under distribution shifts. |
Publications
Learning with Noisy Labels via Sparse Regularization Xiong Zhou, Xianming Liu*, Chenyang Wang , Deming Zhai , Junjun Jiang, Xiangyang Ji International Conference on Computer Vision (ICCV 2021)
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ReSmooth: Detecting and Utilizing OOD Samples When Training With Data Augmentation Chenyang Wang, Junjun Jiang*, Xiong Zhou, Xianming Liu IEEE Transactions on Neural Networks and Learning Systems (T-NNLS)
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Enhancing Consistency and Mitigating Bias: A Data Replay Approach for Incremental Learning Chenyang Wang, Junjun Jiang*, Xingyu Hu, Xianming Liu, Xiangyang Ji Preprint on arXiv
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Incrementally Adapting Pretrained Model Using Network Prior for Multi-Focus Image Fusion Xingyu Hu, Junjun Jiang*, Chenyang Wang, Xianming Liu, Jiayi Ma IEEE Transactions on Image Processing (T-IP)
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Service
Reviewer or PC member: T-NNLS, JAS