| 2025 | ICLR | Beyond Graphs: Can Large Language Models Comprehend Hypergraphs? | Yifan Feng, Chengwu Yang, Xingliang Hou, Shaoyi Du, Shihui Ying, Zongze Wu, Yue Gao |
| 2024 | ICLR | LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference. | Yifan Feng, Yihe Luo, Shihui Ying, Yue Gao |
| 2024 | ICLR | Hypergraph Dynamic System. | Jielong Yan, Yifan Feng, Shihui Ying, Yue Gao |
| 2022 | ICIP | Task-Driven Self-Supervised BI-Channel Networks Learning for Diagnosis of Breast Cancers with Mammography. | Ronglin Gong, Shihui Ying, Jun Shi |
| 2020 | IROS | CoBigICP: Robust and Precise Point Set Registration using Correntropy Metrics and Bidirectional Correspondence. | Pengyu Yin, Di Wang, Shaoyi Du, Shihui Ying, Yue Gao, Nanning Zheng |
| 2020 | MICCAI | Deep Doubly Supervised Transfer Network for Diagnosis of Breast Cancer with Imbalanced Ultrasound Imaging Modalities. | Xiangmin Han, Jun Wang, Weijun Zhou, Cai Chang, Shihui Ying, Jun Shi |
| 2019 | IJCAI | Geometric Understanding for Unsupervised Subspace Learning. | Shihui Ying, Lipeng Cai, Changzhou He, Yaxin Peng |
| 2019 | ICRA | Asymmetric Local Metric Learning with PSD Constraint for Person Re-identification. | Zhijie Wen, Mingyang Sun, Ying Li, Shihui Ying, Yaxin Peng |
| 2018 | SDM | Global Nonlinear Metric Learning by Gluing Local Linear Metrics. | Yaxin Peng, Lingfang Hu, Shihui Ying, Chaomin Shen |
| 2016 | MICCAI | Learning Representation for Histopathological Image with Quaternion Grassmann Average Network. | Jinjie Wu, Jun Shi, Shihui Ying, Qi Zhang, Yan Li |
| 2016 | MICCAI | Improving Single-Modal Neuroimaging Based Diagnosis of Brain Disorders via Boosted Privileged Information Learning Framework. | Xiao Zheng, Jun Shi, Shihui Ying, Qi Zhang, Yan Li |
| 2013 | CVPR | Groupwise Registration via Graph Shrinkage on the Image Manifold. | Shihui Ying, Guorong Wu, Qian Wang, Dinggang Shen |
| 2007 | ICIP | AN Extension of the ICP Algorithm Considering Scale Factor. | Shaoyi Du, Nanning Zheng, Shihui Ying, Qubo You, Yang Wu |