| 2026 | AAAI | GROVER: Graph-guided Representation of Omics and Vision with Expert Regulation for Adaptive Spatial Multi-omics Fusion. | Yongjun Xiao, Dian Meng, Xinlei Huang, Yanran Liu, Shiwei Ruan, Ziyue Qiao, Xubin Zheng |
| 2025 | AAAI | PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis. | Xinlei Huang, Zhiqi Ma, Dian Meng, Yanran Liu, Shiwei Ruan, Qingqiang Sun, Xubin Zheng, Ziyue Qiao |
| 2025 | AAAI | Single-View Graph Contrastive Learning with Soft Neighborhood Awareness. | Qingqiang Sun, Chaoqi Chen, Ziyue Qiao, Xubin Zheng, Kai Wang |
| 2025 | ICASSP | Learn from Balance: Rectifying Knowledge Transfer for Long-Tailed Scenarios. | Xinlei Huang, Jialiang Tang, Xubin Zheng, Jinjia Zhou, Wenxin Yu, Ning Jiang |
| 2025 | MICCAI | Thread the Needle: Genomics-Guided Prompt-Bridged Attention Model for Survival Prediction of Glioma Based on MRI Images. | Yi Zhong, Xubin Zheng, Xiongri Shen, Jiaqi Wang, Leilei Zhao, Zhenxi Song, Zhiguo Zhang |
| 2020 | EANN | Drug2vec: A Drug Embedding Method with Drug-Drug Interaction as the Context. | Pengfei Liu, Xubin Zheng, Man Hon Wong, Kwong-Sak Leung |
| 2015 | EICS | A test-bed for facebook friend-list recommendations. | Ziyou Wu, Isabella Huang, Xubin Zheng, Jacob W. Bartel, Andrew Vitkus, Prasun Dewan |