| 2026 | AAAI | Bridging Cognitive Gap: Hierarchical Description Learning for Artistic Image Aesthetics Assessment. | Henglin Liu, Nisha Huang, Chang Liu, Jiangpeng Yan, Huijuan Huang, Jixuan Ying, Tong-Yee Lee, Pengfei Wan, Xiangyang Ji |
| 2023 | ECAI | Uncertainty-Driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning. | Junjie Zhang, Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Jun Yang, Le Wan, Xiu Li |
| 2023 | MICCAI | Category-Level Regularized Unlabeled-to-Labeled Learning for Semi-supervised Prostate Segmentation with Multi-site Unlabeled Data. | Zhe Xu, Donghuan Lu, Jiangpeng Yan, Jinghan Sun, Jie Luo, Dong Wei, Sarah F. Frisken, Quanzheng Li, Yefeng Zheng, Raymond Kai-Yu Tong |
| 2023 | MICCAI | Towards Expert-Amateur Collaboration: Prototypical Label Isolation Learning for Left Atrium Segmentation with Mixed-Quality Labels. | Zhe Xu, Jiangpeng Yan, Donghuan Lu, Yixin Wang, Jie Luo, Yefeng Zheng, Raymond Kai-Yu Tong |
| 2022 | AAAI | Efficient Continuous Control with Double Actors and Regularized Critics. | Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Xiu Li |
| 2022 | ICLR | Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning. | Jiawei Yang, Hanbo Chen, Jiangpeng Yan, Xiaoyu Chen, Jianhua Yao |
| 2022 | MICCAI | Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-Based Abdominal Registration. | Zhe Xu, Jie Luo, Donghuan Lu, Jiangpeng Yan, Sarah F. Frisken, Jayender Jagadeesan, William M. Wells III, Xiu Li, Yefeng Zheng, Raymond Kai-Yu Tong |
| 2022 | PRICAI | PRAG: Periodic Regularized Action Gradient for Efficient Continuous Control. | Xihui Li, Zhongjian Qiao, Aicheng Gong, Jiafei Lyu, ChengHui Yu, Jiangpeng Yan, Xiu Li |
| 2021 | ICASSP | Unsupervised Multimodal Image Registration with Adaptative Gradient Guidance. | Zhe Xu, Jiangpeng Yan, Jie Luo, Xiu Li, Jayender Jagadeesan |
| 2021 | ICONIP | Towards Better Dermoscopic Image Feature Representation Learning for Melanoma Classification. | Chenghui Yu, Mingkang Tang, ShengGe Yang, Mingqing Wang, Zhe Xu, Jiangpeng Yan, Hanmo Chen, Yu Yang, Xiao-Jun Zeng, Xiu Li |
| 2021 | IJCNN | A Coarse-to-Fine Instance Segmentation Network with Learning Boundary Representation. | Feng Luo, Xiu Li, Bin-Bin Gao, Jiangpeng Yan |
| 2021 | MICCAI | From Pixel to Whole Slide: Automatic Detection of Microvascular Invasion in Hepatocellular Carcinoma on Histopathological Image via Cascaded Networks. | Hanbo Chen, Kang Wang, Yuyao Zhu, Jiangpeng Yan, Yan Ji, Jingjing Li, Dong Xie, Junzhou Huang, Shuqun Cheng, Jianhua Yao |
| 2021 | MICCAI | Hierarchical Attention Guided Framework for Multi-resolution Collaborative Whole Slide Image Segmentation. | Jiangpeng Yan, Hanbo Chen, Kang Wang, Yan Ji, Yuyao Zhu, Jingjing Li, Dong Xie, Zhe Xu, Junzhou Huang, Shuqun Cheng, Xiu Li, Jianhua Yao |
| 2020 | ICONIP | Match4Rec: A Novel Recommendation Algorithm Based on Bidirectional Encoder Representation with the Matching Task. | Lingxiao Zhang, Jiangpeng Yan, Yujiu Yang, Xiu Li |
| 2020 | MICCAI | Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration. | Zhe Xu, Jie Luo, Jiangpeng Yan, Ritvik Pulya, Xiu Li, William M. Wells III, Jayender Jagadeesan |