Publications
2026
[SIGMOD2026] Efficient and Scalable Directed Densest Subgraph Discovery
Yingli Zhou, Luocheng Liang, Yixiang Fang[VLDB2026] In-depth Analysis of Graph-based RAG in a Unified Framework (High-Star Project)
Yingli Zhou, Yaodong Sun, Youran Sun, Shu Wang, Taotao Wang, Runyuan He, Yongwei Zhang, Sicong Liang, Xilin Liu, Yuchi Ma, Yixiang Fang
2025
[VLDB2025-LLM+Graph] Towards the Next Generation of Agent Systems: From RAG to Agentic AI
Yingli Zhou, Shu Wang[VLDB2025-LLM+Graph] Scalable Graph-based Retrieval-Augmented Generation via Locality-Sensitive Hashing
Fangyuan Zhang, Zhengjun Huang, Yingli Zhou^${*}$, Qingtian Guo, Wensheng Luo, Xiaofang Zhou[VLDB2025(Industry)] Streaming View: An Efficient Data Processing Engine for Modern Real-time Data Warehouse of Alibaba Cloud
Fangyuan Zhang, Mengqi Wu, Chunlei Xu, Yunong Bao, Jiyu Qiao, Yingli Zhou, HuaFan, Caihua Yin, Wenchao Zhou, Feifei Li[VLDB2025] Efficient 𝑘-Clique Densest Subgraph Discovery: Towards Bridging Practice and Theory
Yingli Zhou, Qingshuo Guo, Yixiang Fang[SIGIR2025(Short)] 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.[VLDB2025] Efficient Historical Butterfly Counting in Large Temporal Bipartite Networks via Graph Structure-aware Index
Qiuyang Mang, Jingbang Chen, Hangrui Zhou, Yu Gao, Yingli Zhou, Qingyu Shi, Richard Peng, Yixiang Fang, Chenhao Ma[VLDB2025] In-depth Analysis of Densest Subgraph Discovery in a Unified Framework
Yingli Zhou, Qingshuo Guo, Yi Yang, Yixiang Fang, Chenhao Ma, Laks V.S. Lakshmanan[VLDB2025] PRICE: A Pretrained Model for Cross-Database Cardinality Estimation
Tianjing Zeng, Junwei Lan, Jiahong Ma, Wenqing Wei, Rong Zhu, Yingli Zhou, Pengfei Li, Bolin, Ding, Defu Lian, Zhewei Wei, Jingren Zhou
2024
[VLDB2024] Efficient Maximal Motif-Clique Enumeration over Large Heterogeneous Information Networks
Yingli Zhou, Yixiang Fang, Chenhao Ma, Tianci Hou, Xin Huang[VLDB2024] Efficient Parallel D-core Decomposition at Scale
Wensheng Luo, Yixiang Fang, Chunxu Lin, Yingli Zhou[SIGMOD2024] A Counting-based Approach for Efficient 𝑘-Clique Densest Subgraph Discovery
Yingli Zhou, Qingshuo Guo, Yixiang Fang, Chenhao Ma
2023