Publications

Longbin Lai, Changwei Luo, Yunkai Lou, Mingchen Ju, Zhengyi Yang (2025). Graphy'our Data: Towards End-to-End Modeling, Exploring and Generating Report from Raw Data. ACM SIGMOD/PODS International Conference on Management of Data 2025, Demo Paper (to appear).

Lingkai Meng, Yu Shao, Long Yuan, Longbin Lai, Peng Cheng, Xue Li, Wenyuan Yu, Wenjie Zhang, Xuemin Lin, Jingren Zhou (2025). Revisiting Graph Analytics Benchmark. ACM SIGMOD/PODS International Conference on Management of Data 2025 (to appear).

Bingqing Lyu, Xiaoli Zhou, Longbin Lai, Yufan Yang, Yunkai Lou, Wenyuan Yu, Ying Zhang, Jingren Zhou (2025). A Modular Graph-Native Query Optimization Framework. ACM SIGMOD/PODS International Conference on Management of Data 2025 (to appear).

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Bingqing Lyu, Xiaoli Zhou, Longbin Lai, Yufan Yang, Yunkai Lou, Wenyuan Yu, Ying Zhang, Jingren Zhou (2025). A Graph-native Optimization Framework for Complex Graph Queries. arXiv:2503.22091.

Long Yuan, Xiaotong Sun, Zi Chen, Xuemin Lin, Peng Chengy, Longbin Lai (2025). HINSCAN: Efficient Structural Graph Clustering over Heterogeneous Information Networks. 41st IEEE International Conference on Data Engineering.

Yu Shao, Peng Cheng, Longbin Lai, Long Yuan, Wangzi Ni, Xuemin Lin (2024). Most Probable Maximum Weighted Butterfly Search. 41st IEEE International Conference on Data Engineering.

Yunkai Lou, Longbin Lai, Bingqing Lyu, Yufan Yang, Xiaoli Zhou, Wenyuan Yu, Ying Zhang, Jingren Zhou (2024). Towards a Converged Relational-Graph Optimization Framework. ACM SIGMOD/PODS International Conference on Management of Data 2025 (to appear).

Lingkai Meng, Yu Shao, Long Yuan, Longbin Lai, Peng Cheng, Xue Li, Wenyuan Yu, Wenjie Zhang, Xuemin Lin, Jingren Zhou (2024). A Survey of Distributed Graph Algorithms on Massive Graphs. ACM Computing Surveys, Volume 57, Issue 2.

Zhibin Wang, Longbin Lai, Yixue Liu, Bing Shui, Chen Tian, Sheng Zhong (2024). Parallelization of Butterfly Counting on Hierarchical Memory. VLDB Journal (Extended from Sigmod 2023 paper).

Tao He, Shuxian Hu, Longbin Lai, Dongze Li, Neng Li, Xue Li, Lexiao Liu, Xiaojian Luo, Bingqing Lyu, Ke Meng, Sijie Shen, Li Su, Lei Wang, Jingbo Xu, Wenyuan Yu, Weibin Zeng, Lei Zhang, Siyuan Zhang, Jingren Zhou, Xiaoli Zhou, Diwen Zhu (2024). GraphScope Flex: LEGO-like Graph Computing Stack. ACM SIGMOD/PODS International Conference on Management of Data 2024.

Longbin Lai, Yufan Yang, Zhibin Wang, Yuxuan Liu, Haotian Ma, Sijie Shen, Bingqing Lyu, Xiaoli Zhou, Wenyuan Yu, Zhengping Qian, Chen Tian, Shen Zhong, Yeh-Ching Chung, Jingren Zhou (2023). GLogS: Interactive Graph Pattern Matching Query At Large Scale. USENIX Annual Technical Conference (ATC) 2023.

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Sijie Shen, Zihang Yao, Lin Shi, Lei Wang, Longbin Lai, Qian Tao, Li Su, Rong Chen, Wenyuan Yu, Haibo Chen, Bingyu Zang, Jingren Zhou (2023). Bridging the Gap between Relational OLTP and Graph-based OLAP. USENIX Annual Technical Conference (ATC) 2023.

Xue Li, Ke Meng, Lu Qin, Longbin Lai, Wenyuan Yu, Zhengping Qian, Xuemin Lin, Jingren Zhou (2022). FLASH: A Framework for Programming Distributed Graph Processing Algorithms. 39th IEEE International Conference on Data Engineering.

Zhibin Wang, Longbin Lai, Yixue Liu, Bing Shui, Chen Tian, Sheng Zhong (2022). I/O-Efficient Butterfly Counting at Scale. ACM SIGMOD/PODS International Conference on Management of Data 2023.

Wenfei Fan, Tao He, Longbin Lai, Xue Li, Yong Li, Zhao Li, Zhengping Qian, Chao Tian, Lei Wang, Jingbo Xu, Youyang Yao, Qiang Yin, Wenyuan Yu, Jingren Zhou, Diwen Zhu, Rong Zhu (2021). GraphScope: A Unified Engine For Big Graph Processing. Proc. VLDB Endow..

Jingbo Xu, Zhanning Bai, Wenfei Fan, Longbin Lai, Xue Li, Zhao Li, Zhengping Qian, Lei Wang, Yanyan Wang, Wenyuan Yu, Jingren Zhou (2021). GraphScope: A One-Stop Large Graph Processing System. Proc. VLDB Endow..

Zhengyi Yang, Longbin Lai, Xuemin Lin, Kongzhang Hao, Wenjie Zhang (2021). HUGE: An Efficient and Scalable Subgraph Enumeration System. ACM SIGMOD/PODS International Conference on Management of Data 2021.

Zhengping Qian, Chenqiang Min, Longbin Lai, Yong Fang, Gaofeng Li, Youyang Yao, Bingqing Lyu, Zhimin Chen, Jingren Zhou (2021). GAIA: A System for Interactive Analysis on Distributed Graphs Using a High-Level Language. 18th USENIX Symposium on Networked Systems Design and Implementation.

Xiaoshuang Chen, Longbin Lai, Lu Qin, Xuemin Lin (2020). Efficient structural node similarity computation on billion-scale graphs (ICDE20 extended to VLDBJ). VLDB Journal 2021.

Xiaoshuang Chen, Longbin Lai, Lu Qin, Xuemin Lin, Boge Liu (2020). A Framework to Quantify Approximate Simulation on Graph Data. 37th IEEE International Conference on Data Engineering (to appear).

Xiaoshuang Chen, Longbin Lai, Lu Qin, Xuemin Lin (2019). StructSim: Querying Structural Node Similarity at Billion Scale. 36th IEEE International Conference on Data Engineering (short).

Longbin Lai, Zhu Qing, Zhengyi Yang, Xin Jin, Zhengmin Lai, Ran Wang, Kongzhang Hao, Xuemin Lin, Lu Qin, Wenjie Zhang, Ying Zhang, Zhengping Qian, Jingren Zhou (2019). Distributed Subgraph Matching on Timely Dataflow. VLDB2019.

Xin Jin, Longbin Lai (2019). MPMatch: A Multi-core Parallel Subgraph Matching Algorithm. 2019 IEEE 35th International Conference on Data Engineering Workshops (ICDEW).

Zhengmin Lai, Zhengyi Yang, Longbin Lai (2019). Improving Distribued Subgraph Matching Algorithm on Timely Dataflow. 2019 IEEE 35th International Conference on Data Engineering Workshops (ICDEW).

Kongzhang Hao, Zhengyi Yang, Longbin Lai, Zhengmin Lai, Xin Jin, Xuemin Lin (2019). PatMat: A Distributed Pattern Matching Engine with Cypher. Proceedings of the 28th ACM International Conference on Information and Knowledge Management.

Longbin Lai, Lu Qin, Xuemin Lin, Lijun Chang (2017). Scalable Subgraph Enumeration in MapReduce: A Cost-oriented Approach. The VLDB Journal.

Longbin Lai, Lu Qin, Xuemin Lin, Ying Zhang, Lijun Chang, Shiyu Yang (2016). Scalable Distributed Subgraph Enumeration. Proc. VLDB Endow..

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Longbin Lai, Lu Qin, Xuemin Lin, Lijun Chang (2015). Scalable Subgraph Enumeration in MapReduce. Proc. VLDB Endow..

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Longbin Lai, Jingyu Zhou, Long Zheng, Huakang Li, Yanchao Lu, Feilong Tang, Minyi Guo (2013). ShmStreaming: A Shared Memory Approach for Improving Hadoop Streaming Performance. 2013 IEEE 27th International Conference on Advanced Information Networking and Applications (AINA).