| 2026 | AAAI | Spatial-Frequency Spiking Neural Network for Underwater Object Detection. | Long Chen, Wei Miao, Xin Gao, Yunzhi Zhuge, Hongming Xu, Yaxin Li, Qi Xu |
| 2025 | CBMS | Distilling Genomic Knowledge into Whole Slide Imaging for Glioma Molecular Classification. | Qiao Chen, Hongming Xu, Xinyu Hao, Qibin Zhang, Huamin Qin, Tommi Krkkinen, Fengyu Cong |
| 2025 | CVPR | ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining. | Tong Wang, Mingkang Wang, Zhongze Wang, Hongkai Wang, Qi Xu, Fengyu Cong, Hongming Xu |
| 2025 | ICRA | SYNERGAI: Perception Alignment for Human-Robot Collaboration. | Yixin Chen, Guoxi Zhang, Yaowei Zhang, Hongming Xu, Peiyuan Zhi, Qing Li, Siyuan Huang |
| 2025 | MICCAI | Dual Selective Gleason Pattern-Aware Multiple Instance Learning for Grade Group Prediction in Histopathology Images. | Xinyu Hao, Hongming Xu, Qibin Zhang, Qi Xu, Ilkka Plnen, Fengyu Cong |
| 2025 | MICCAI | Predicting Radiation Therapy Response Based on Dynamic Temporal Feature Difference Fusion from Longitudinal MRI. | Xinyu Hao, Hongming Xu, Qibin Zhang, Qi Xu, Xiaofeng Wang, Ilkka Plnen, Fengyu Cong |
| 2025 | MICCAI | Multi-modal Knowledge Decomposition Based Online Distillation for Biomarker Prediction in Breast Cancer Histopathology. | Qibin Zhang, Xinyu Hao, Qiao Chen, Rui Xu, Fengyu Cong, Cheng Lu, Hongming Xu |
| 2025 | SC | HyTiS: Hybrid Tile Scheduling for GPU GEMM with Enhanced Wave Utilization and Cache Locality. | Zheng Zhang, Hulin Wang, Hongming Xu, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2024 | ICML | Towards efficient deep spiking neural networks construction with spiking activity based pruning. | Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan |
| 2024 | ICML | End-to-End Neuro-Symbolic Reinforcement Learning with Textual Explanations. | Lirui Luo, Guoxi Zhang, Hongming Xu, Yaodong Yang, Cong Fang, Qing Li |
| 2024 | MICCAI | Double-Tier Attention Based Multi-label Learning Network for Predicting Biomarkers from Whole Slide Images of Breast Cancer. | Mingkang Wang, Tong Wang, Fengyu Cong, Cheng Lu, Hongming Xu |
| 2023 | AAAI | Out-of-Distribution Generalization by Neural-Symbolic Joint Training. | Anji Liu, Hongming Xu, Guy Van den Broeck, Yitao Liang |
| 2016 | CEC | Improving the performance of evolutionary engine calibration algorithms with principal component analysis. | Mohammad-H. Tayarani-N., Adam Prgel-Bennett, Hongming Xu, Xin Yao |