| 2026 | AAAI | Task-Aware Retrieval Augmentation for Dynamic Recommendation. | Zhen Tao, Xinke Jiang, Qingshuai Feng, Haoyu Zhang, Lun Du, Yuchen Fang, Hao Miao, Bangquan Xie, Qingqiang Sun |
| 2025 | AAAI | Out-of-Distribution Detection with Prototypical Outlier Proxy. | Mingrong Gong, Chaoqi Chen, Qingqiang Sun, Yue Wang, Hui Huang |
| 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 | CIKM | On the Cross-type Homophily of Heterogeneous Graphs: Understanding and Unleashing. | Zhen Tao, Ziyue Qiao, Chaoqi Chen, Zhengyi Yang, Lun Du, Qingqiang Sun |
| 2025 | ICLR | Towards Continuous Reuse of Graph Models via Holistic Memory Diversification. | Ziyue Qiao, Junren Xiao, Qingqiang Sun, Meng Xiao, Xiao Luo, Hui Xiong |
| 2024 | VLDB | Report on the 3rd International Workshop on Large-Scale Graph Data Analytics (LSGDA 2024). | Long Yuan, Zhengyi Yang, Qingqiang Sun, Alexander Zhou |
| 2023 | ICDE | Towards Higher-order Topological Consistency for Unsupervised Network Alignment. | Qingqiang Sun, Xuemin Lin, Ying Zhang, Wenjie Zhang, Chaoqi Chen |