| 2026 | AAAI | ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation. | Shu Wang, Yixiang Fang, Yingli Zhou, Xilin Liu, Yuchi Ma |
| 2026 | ACL | LiCoMemory: Lightweight and Cognitive Agentic Memory for Efficient Long-Term Reasoning. | Zhengjun Huang, Zhoujin Tian, Qintian Guo, Fangyuan Zhang, Yingli Zhou, Di Jiang, Zeying Xie, Xiaofang Zhou |
| 2026 | ACL | Breaking the Static Graph: Context-Aware Traversal for Graph-Based RAG. | Kwun Hang Lau, Fangyuan Zhang, Boyu Ruan, Yingli Zhou, Qintian Guo, Ruiyuan Zhang, Xiaofang Zhou |
| 2026 | ICDE | Clue-RAG: Towards Accurate and Cost-Efficient Graph-Based RAG Via Multi-Partite Graph-Based Index. | Yaodong Su, Yixiang Fang, Yingli Zhou, Chuanhui Yang |
| 2026 | KDD | Accelerated Coordinate Descent for Directed Densest Subgraph Discovery. | Luocheng Liang, Yingli Zhou, Yixiang Fang |
| 2025 | SIGIR | UTCS: Effective Unsupervised Temporal Community Search with Pre-training of Temporal Dynamics and Subgraph Knowledge. | Yue Zhang, Yankai Chen, Yingli Zhou, Yucan Guo, Xiaolin Han, Chenhao Ma |
| 2025 | VLDB | Scalable Graph-based Retrieval-Augmented Generation via Locality-Sensitive Hashing. | Fangyuan Zhang, Zhengjun Huang, Yingli Zhou, Qingtian Guo, Wensheng Luo, Xiaofang Zhou |
| 2025 | VLDB | Towards the Next Generation of Agent Systems: From RAG to Agentic AI [Vision]. | Yingli Zhou, Shu Wang |
| 2024 | SIGMOD | Reproducibility Report for ACM SIGMOD 2024 Paper: 'Proving Query Equivalence Using Linear Integer Arithmetic'. | Yinzhao Yan, Yicong Huang, Yingli Zhou, Haoran Ding |