| 2026 | ICDE | Towards the Distributed Large-Scale $k$-NN Graph Construction by Graph Merge. | Cheng Zhang, Wan-Lei Zhao, Shihai Xiao, Jiajie Yao, Xuecang Zhang |
| 2025 | AAAI | Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed Graphs. | Jianxiang Yu, Yuxiang Ren, Chenghua Gong, Jiaqi Tan, Xiang Li, Xuecang Zhang |
| 2025 | AAAI | GDiffRetro: Retrosynthesis Prediction with Dual Graph Enhanced Molecular Representation and Diffusion Generation. | Shengyin Sun, Wenhao Yu, Yuxiang Ren, Weitao Du, Liwei Liu, Xuecang Zhang, Ying Hu, Chen Ma |
| 2025 | FAST | Towards High-throughput and Low-latency Billion-scale Vector Search via CPU/GPU Collaborative Filtering and Re-ranking. | Bing Tian, Haikun Liu, Yuhang Tang, Shihai Xiao, Zhuohui Duan, Xiaofei Liao, Hai Jin, Xuecang Zhang, Junhua Zhu, Yu Zhang |
| 2024 | DASFAA | CGCL: Collaborative Graph Contrastive Learning Without Handcrafted Graph Data Augmentations. | Tianyu Zhang, Yuxiang Ren, Wenzheng Feng, Weitao Du, Xuecang Zhang |
| 2023 | APWEB | MICA: Multi-channel Representation Refinement Contrastive Learning for Graph Fraud Detection. | Guifeng Wang, Disheng Tang, Anatoli Shatsila, Xuecang Zhang |
| 2023 | ISSRE | HRCA: A Heterogeneous Graph-based Adaptive Root Cause Analysis Framework. | Enyu Yu, Hui Dong, Yuxiang Ren, Minzhi Yan, Xuecang Zhang, Yi Yang, Le Yue, Zhengbin Huang |
| 2023 | KDD | Locality Sensitive Hashing for Optimizing Subgraph Query Processing in Parallel Computing Systems. | Peng Peng, Shengyi Ji, Zhen Tian, Hongbo Jiang, Weiguo Zheng, Xuecang Zhang |
| 2022 | ICDE | Hybrid Subgraph Matching Framework Powered by Sketch Tree for Distributed Systems. | Yuejia Zhang, Weiguo Zheng, Zhijie Zhang, Peng Peng, Xuecang Zhang |