| 2026 | AAAI | Learning to Explore: Policy-Guided Outlier Synthesis for Graph Out-of-Distribution Detection. | Li Sun, Lanxu Yang, Jiayu Tian, Bowen Fang, Xiaoyan Yu, Junda Ye, Peng Tang, Hao Peng, Philip S. Yu |
| 2026 | WSDM | Towards Multifaceted Graph Condensation in Discrete Realm. | Junda Ye, Zhongbao Zhang, Zhizhen He, Feiyang Wang, Li Sun |
| 2025 | IJCAI | Trace: Structural Riemannian Bridge Matching for Transferable Source Localization in Information Propagation. | Li Sun, Suyang Zhou, Bowen Fang, Hechuan Zhang, Junda Ye, Yutong Ye, Philip S. Yu |
| 2025 | PAKDD | CLEAR: Cluster-Based Prompt Learning on Heterogeneous Graphs. | Feiyang Wang, Zhongbao Zhang, Junda Ye, Li Sun, Jianzhong Qi |
| 2024 | CIKM | A Mixed-Curvature Graph Diffusion Model. | Yujie Wang, Shuo Zhang, Junda Ye, Hao Peng, Li Sun |
| 2024 | WWW | RicciNet: Deep Clustering via A Riemannian Generative Model. | Li Sun, Jingbin Hu, Suyang Zhou, Zhenhao Huang, Junda Ye, Hao Peng, Zhengtao Yu, Philip S. Yu |
| 2023 | AAAI | Self-Supervised Continual Graph Learning in Adaptive Riemannian Spaces. | Li Sun, Junda Ye, Hao Peng, Feiyang Wang, Philip S. Yu |
| 2023 | ICDM | DeepRicci: Self-supervised Graph Structure-Feature Co-Refinement for Alleviating Over-squashing. | Li Sun, Zhenhao Huang, Hua Wu, Junda Ye, Hao Peng, Zhengtao Yu, Philip S. Yu |
| 2023 | IJCAI | CONGREGATE: Contrastive Graph Clustering in Curvature Spaces. | Li Sun, Feiyang Wang, Junda Ye, Hao Peng, Philip S. Yu |
| 2023 | WWW | SINCERE: Sequential Interaction Networks representation learning on Co-Evolving RiEmannian manifolds. | Junda Ye, Zhongbao Zhang, Li Sun, Yang Yan, Feiyang Wang, Fuxin Ren |
| 2022 | AAAI | A Self-Supervised Mixed-Curvature Graph Neural Network. | Li Sun, Zhongbao Zhang, Junda Ye, Hao Peng, Jiawei Zhang, Sen Su, Philip S. Yu |
| 2022 | CIKM | A Self-supervised Riemannian GNN with Time Varying Curvature for Temporal Graph Learning. | Li Sun, Junda Ye, Hao Peng, Philip S. Yu |
| 2022 | NAACL | AISFG: Abundant Information Slot Filling Generator. | Yang Yan, Junda Ye, Zhongbao Zhang, Liwen Wang |
| 2022 | WWW | DiriE: Knowledge Graph Embedding with Dirichlet Distribution. | Feiyang Wang, Zhongbao Zhang, Li Sun, Junda Ye, Yang Yan |