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.

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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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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Enhancing Consistency and Mitigating Bias: A Data Replay Approach for Incremental Learning

Chenyang Wang, Junjun Jiang*, Xingyu Hu, Xianming Liu, Xiangyang Ji

Neural Networks (NN)

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Balancing Task-invariant Interaction and Task-specific Adaptation for Unified Image Fusion

Xingyu Hu, Junjun Jiang*, Chenyang Wang, Xianming Liu, Jiayi Ma

International Conference on Computer Vision (ICCV 2025)

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FusionINV: A Diffusion-Based Approach for Multi-Modal Image Fusion

Pengwei Liang, Junjun Jiang*, Qing Ma, Chenyang Wang, Xianming Liu, Jiayi Ma

IEEE Transactions on Image Processing (T-IP)

Code | Paper | BibTex