Graph Data Model and Graph Query Language Based on the Monadic Second-Order Logic.
IEEE Trans. Big Data, June, 2025
A Graph-native Optimization Framework for Complex Graph Queries.
CoRR, March, 2025
Graphy'our Data: Towards End-to-End Modeling, Exploring and Generating Report from Raw Data.
CoRR, February, 2025
Towards a Converged Relational-Graph Optimization Framework.
Proc. ACM Manag. Data, December, 2024
A Generalized Community-Structure-Aware Optimization Framework for Efficient Subgraph Matching in Social Network Analysis.
IEEE Trans. Comput. Soc. Syst., April, 2024
A Graph-Native Query Optimization Framework.
CoRR, 2024
Enhancing Neo4j Query Efficiency with Seamless Integration of the GOpt Optimization Framework.
Proceedings of Workshops at the 50th International Conference on Very Large Data Bases, 2024
Temporal Graph Generation Featuring Time-Bound Communities.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Incorporating Dynamic Temperature Estimation into Contrastive Learning on Graphs.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
GraphHI: Boosting Graph Neural Networks for Large-Scale Graphs.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Time-topology analysis on temporal graphs.
VLDB J., July, 2023
Learning Adaptive Node Embeddings Across Graphs.
IEEE Trans. Knowl. Data Eng., June, 2023
Fast Unsupervised Graph Embedding via Graph Zoom Learning.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
HybridGNN: Learning Hybrid Representation in Multiplex Heterogeneous Networks.
CoRR, 2022
HybridGNN: Learning Hybrid Representation for Recommendation in Multiplex Heterogeneous Networks.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
TinyGNN: Learning Efficient Graph Neural Networks.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
OSMAC: Optimizing Subgraph Matching Algorithms with Community Structure.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019