#: Equal contribution; *: Corresponding author
Guangyu Guo, Dingwen Zhang*, Longfei Han, Nian Liu, Ming-Ming Cheng, Junwei Han*. Pixel Distillation: Cost-flexible Distillation across Image Sizes and Heterogeneous Networks. TPAMI, 2024.
Kaihui Yang, Junwei Han*, Guangyu Guo, Chaowei Fang, Yingzi Fan, Lechao Cheng, Dingwen Zhang*. Progressive Adapting and Pruning: Domain-Incremental Learning for Saliency Prediction. ACM TOMM, 2024.
Jieru Yao, Longfei Han, Kaihui Yang, Guangyu Guo, Nian Liu, Xiankai Huang, Zhaohui Zheng, Dingwen Zhang, Junwei Han. Contextual Dependency Vision Transformer for spectrogram-based multivariate time series analysis. Neurocomputing, 2024.
Guangyu Guo, Jiawen Yao*, Yingda Xia, Tony CW Mok, Zhilin Zheng, Junwei Han, Le Lu, Dingwen Zhang*, Jian Zhou, Ling Zhang. Boosting Medical Image-based Cancer Detection via Text-guided Supervision from Reports. arXiv preprint, 2024.
Jieru Yao, Longfei Han, Guangyu Guo, Zhaohui Zheng*, Runmin Cong, Xiankai Huang, Jin Ding, Kaihui Yang, Dingwen Zhang*, Junwei Han. Position-based anchor optimization for point supervised dense nuclei detection. Neural Networks, 2024.
Guangyu Guo, Longfei Han, Le Wang, Dingwen Zhang*, Junwei Han. Semantic-aware Knowledge Distillation with Parameter-free Feature Uniformization. Visual Intelligence, 2023.
Dingwen Zhang, Guangyu Guo, Wenyuan Zeng, Lei Li*, Junwei Han*. Generalized Weakly Supervised Object Localization. TNNLS, 2022.
Guangyu Guo, Junwei Han, Fang Wan, Dingwen Zhang*. Strengthen learning tolerance for weakly supervised object localization. CVPR, 2021.
Guangyu Guo#, Zhuoyan Liu#, Shijie Zhao#*, Lei Guo, Tianming Liu. Eliminating indefiniteness of clinical spectrum for better screening COVID-19. JBHI, 2021.
Dingwen Zhang#, Guangyu Guo#, Dong Huang#, Junwei Han*. Poseflow: A deep motion representation for understanding human behaviors in videos. CVPR. 2018.
Dingwen Zhang, Junwei Han*, Guangyu Guo, Long Zhao. Learning object detectors with semi-annotated weak labels. TCSVT, 2018.