| 2025 | IJCNN | HITS: Hierarchical Interpretable Time Series Classification via Multiple Instance Learning. | Kun Han, Abigail M. Y. Koay |
| 2025 | MICCAI | XOCT: Enhancing OCT to OCTA Translation via Cross-Dimensional Supervised Multi-scale Feature Learning. | Pooya Khosravi, Kun Han, Anthony T. Wu, Arghavan Rezvani, Zexin Feng, Xiaohui Xie |
| 2024 | ACCV | GameIR: A Large-Scale Synthesized Ground-Truth Dataset for Image Restoration over Gaming Content. | Lebin Zhou, Kun Han, Nam Ling, Wei Wang, Wei Jiang |
| 2024 | ADC | Mining Irregular Time Series Data with Noisy Labels: A Risk Estimation Approach. | Kun Han, Abigail M. Y. Koay, Ryan K. L. Ko, Weitong Chen, Miao Xu |
| 2024 | BMVC | Hybrid-CSR: Coupling Explicit and Implicit Reconstruction of Cortical Surface. | Shanlin Sun, Tung Le, Pooya Khosravi, Chenyu You, Kun Han, Haoyu Ma, Deying Kong, Xiangyi Yan, Xiaohui Xie |
| 2024 | CSCWD | An Event-driven Clustering Routing Algorithm in mobile CRSNs. | Kun Han, Long Tan |
| 2024 | ICLR | Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction. | Thanh-Tung Le, Khai Nguyen, Shanlin Sun, Kun Han, Nhat Ho, Xiaohui Xie |
| 2024 | ICML | RMIB: Representation Matching Information Bottleneck for Matching Text Representations. | Haihui Pan, Zhifang Liao, Wenrui Xie, Kun Han |
| 2024 | MICCAI | On-the-Fly Guidance Training for Medical Image Registration. | Yuelin Xin, Yicheng Chen, Shengxiang Ji, Kun Han, Xiaohui Xie |
| 2024 | WACV | Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane. | Kun Han, Shanlin Sun, Thanh-Tung Le, Xiangyi Yan, Haoyu Ma, Chenyu You, Xiaohui Xie |
| 2024 | WACV | Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning. | Tianang Leng, Yiming Zhang, Kun Han, Xiaohui Xie |
| 2024 | WACV | CVTHead: One-shot Controllable Head Avatar with Vertex-feature Transformer. | Haoyu Ma, Tong Zhang, Shanlin Sun, Xiangyi Yan, Kun Han, Xiaohui Xie |
| 2024 | WACV | AFTer-SAM: Adapting SAM with Axial Fusion Transformer for Medical Imaging Segmentation. | Xiangyi Yan, Shanlin Sun, Kun Han, Thanh-Tung Le, Haoyu Ma, Chenyu You, Xiaohui Xie |
| 2023 | MICCAI | MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation. | Kun Han, Yifeng Xiong, Chenyu You, Pooya Khosravi, Shanlin Sun, Xiangyi Yan, James S. Duncan, Xiaohui Xie |
| 2023 | MICCAI | Localized Region Contrast for Enhancing Self-supervised Learning in Medical Image Segmentation. | Xiangyi Yan, Junayed Naushad, Chenyu You, Hao Tang, Shanlin Sun, Kun Han, Haoyu Ma, James S. Duncan, Xiaohui Xie |
| 2023 | WACV | Diffeomorphic Image Registration with Neural Velocity Field. | Kun Han, Shanlin Sun, Xiangyi Yan, Chenyu You, Hao Tang, Junayed Naushad, Haoyu Ma, Deying Kong, Xiaohui Xie |
| 2023 | WACV | Representation Recovering for Self-Supervised Pre-training on Medical Images. | Xiangyi Yan, Junayed Naushad, Shanlin Sun, Kun Han, Hao Tang, Deying Kong, Haoyu Ma, Chenyu You, Xiaohui Xie |
| 2022 | CVPR | Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow. | Shanlin Sun, Kun Han, Deying Kong, Hao Tang, Xiangyi Yan, Xiaohui Xie |
| 2022 | ECCV | Identity-Aware Hand Mesh Estimation and Personalization from RGB Images. | Deying Kong, Linguang Zhang, Liangjian Chen, Haoyu Ma, Xiangyi Yan, Shanlin Sun, Xingwei Liu, Kun Han, Xiaohui Xie |
| 2022 | ICONIP | Learning from Hindsight Demonstrations. | Mengxuan Shao, Feng Jiang, Shaohui Liu, Kun Han, Debin Zhao |
| 2022 | ICONIP | Hindsight Balanced Reward Shaping. | Mengxuan Shao, Feng Jiang, Shaohui Liu, Kun Han, Debin Zhao |
| 2021 | CSCWD | Forest Fire Thermal Infrared Image Segmentation Based on K-V Model. | Bin Yang, Haiwei Pan, Shuning He, Kun Han, Xuecheng Zhao |
| 2021 | ICASSP | Didispeech: A Large Scale Mandarin Speech Corpus. | Tingwei Guo, Cheng Wen, Dongwei Jiang, Ne Luo, Ruixiong Zhang, Shuaijiang Zhao, Wubo Li, Cheng Gong, Wei Zou, Kun Han, Xiangang Li |
| 2021 | ICASSP | A Further Study of Unsupervised Pretraining for Transformer Based Speech Recognition. | Dongwei Jiang, Wubo Li, Ruixiong Zhang, Miao Cao, Ne Luo, Yang Han, Wei Zou, Kun Han, Xiangang Li |
| 2021 | WACV | Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation. | Hao Tang, Xingwei Liu, Kun Han, Xiaohui Xie, Xuming Chen, Qian Huang, Yong Liu, Shanlin Sun, Narisu Bai |
| 2020 | ICASSP | Selective Attention Encoders by Syntactic Graph Convolutional Networks for Document Summarization. | Haiyang Xu, Yun Wang, Kun Han, Baochang Ma, Junwen Chen, Xiangang Li |
| 2019 | ICDE | Classification of Medical Images with Synergic Graph Convolutional Networks. | Bin Yang, Haiwei Pan, Jieyao Yu, Kun Han, Yanan Wang |
| 2019 | ICDM | NVSRN: A Neural Variational Scaling Reasoning Network for Initiative Response Generation. | Jinxin Chang, Ruifang He, Haiyang Xu, Kun Han, Longbiao Wang, Xiangang Li, Jianwu Dang |
| 2019 | IJCNN | Learning Syntactic and Dynamic Selective Encoding for Document Summarization. | Haiyang Xu, Yahao He, Kun Han, Junwen Chen, Xiangang Li |
| 2019 | Interspeech | Learning Alignment for Multimodal Emotion Recognition from Speech. | Haiyang Xu, Hui Zhang, Kun Han, Yun Wang, Yiping Peng, Xiangang Li |
| 2018 | ICA3PP | Blind Estimation Algorithm Over Fast-Fading Multipath OFDM Channels. | Jing Liu, Kun Han, Wenhua Wu, Shu Wang, Xiao Yu |
| 2017 | EMNLP | Using Context Information for Dialog Act Classification in DNN Framework. | Yang Liu, Kun Han, Zhao Tan, Yun Lei |
| 2015 | Interspeech | Deep neural network based spectral feature mapping for robust speech recognition. | Kun Han, Yanzhang He, Deblin Bagchi, Eric Fosler-Lussier, DeLiang Wang |
| 2014 | ICASSP | Neural networks for supervised pitch tracking in noise. | Kun Han, DeLiang Wang |
| 2014 | ICASSP | Learning spectral mapping for speech dereverberation. | Kun Han, Yuxuan Wang, DeLiang Wang |
| 2014 | Interspeech | Speech emotion recognition using deep neural network and extreme learning machine. | Kun Han, Dong Yu, Ivan Tashev |
| 2013 | ICASSP | Learning invariant features for speech separation. | Kun Han, DeLiang Wang |
| 2012 | ICASSP | On generalization of classification based speech separation. | Kun Han, DeLiang Wang |
| 2012 | Interspeech | Acoustic Features for Classification Based Speech Separation. | Yuxuan Wang, Kun Han, DeLiang Wang |
| 2011 | ICASSP | An SVM based classification approach to speech separation. | Kun Han, DeLiang Wang |