| 2025 | ACL | BAR: A Backward Reasoning based Agent for Complex Minecraft Tasks. | Weihong Du, Wenrui Liao, Binyu Yan, Hongru Liang, Anthony G. Cohn, Wenqiang Lei |
| 2025 | EMNLP | MIND: Towards Immersive Psychological Healing with Multi-Agent Inner Dialogue. | Yujia Chen, Changsong Li, Yiming Wang, Tianjie Ju, Qingqing Xiao, Nan Zhang, Zifan Kong, Peng Wang, Binyu Yan |
| 2024 | ICANN | DGFormer: A Dynamic Kernel with Gaussian Fusion Transformer for Semantic Image Segmentation. | Haoran Yang, Longyi Tang, Tingting Wu, Binyu Yan |
| 2024 | IJCNN | D2GAN: A Dual-Domain Generative Adversarial Network for High-Quality PET Image Reconstruction. | Li Jiang, Jiaqi Cui, Yuanyuan Xu, Binyu Yan, Jiliu Zhou, Yan Wang, Dinggang Shen |
| 2024 | PRICAI | Steganography: An Improved Robust Model for Deep Hidden Network. | Haocheng Xiong, Qi Zhou, Binyu Yan, Yan Wang |
| 2023 | MICCAI | DiffDP: Radiotherapy Dose Prediction via a Diffusion Model. | Zhenghao Feng, Lu Wen, Peng Wang, Binyu Yan, Xi Wu, Jiliu Zhou, Yan Wang |
| 2023 | MICCAI | Contrastive Diffusion Model with Auxiliary Guidance for Coarse-to-Fine PET Reconstruction. | Zeyu Han, Yuhan Wang, Luping Zhou, Peng Wang, Binyu Yan, Jiliu Zhou, Yan Wang, Dinggang Shen |
| 2023 | MICCAI | DBTrans: A Dual-Branch Vision Transformer for Multi-Modal Brain Tumor Segmentation. | Xinyi Zeng, Pinxian Zeng, Cheng Tang, Peng Wang, Binyu Yan, Yan Wang |
| 2013 | DASC | Remote Sensing Images Super-resolution Based on Sparse Dictionaries and Residual Dictionaries. | Yingying Zhang, Wei Wu, Yong Dai, Xiaomin Yang, Binyu Yan, Wei Lu |