publications
publications by categories in reversed chronological order. generated by jekyll-scholar.
2024
- ICDEFeed: Towards Personalization-Effective Federated LearningIn 40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024 2024
- VLDBInductive Attributed Community Search: to Learn Communities across GraphsProc. VLDB Endow. 2024
- Neural NetworksSolving the non-submodular network collapse problems via Decision TransformerNeural Networks 2024
- J. Bio. HeathEquivariant Line Graph Neural Network for Protein-Ligand Binding Affinity PredictionIEEE J. Biomed. Health Informatics 2024
2023
- ACLA Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity AlignmentIn Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023 2023
- VLDBComputing Graph Edit Distance via Neural Graph MatchingProc. VLDB Endow. 2023
- ICDECommunity Search: A Meta Learning ApproachIn 39th IEEE International Conference on Data Engineering, ICDE 2023 2023
- ICDERobust Attributed Graph Alignment via Joint Structure Learning and Optimal TransportIn 39th IEEE International Conference on Data Engineering, ICDE 2023 2023
- VLDB JournalLearned sketch for subgraph counting: a holistic approachThe VLDB Journal 2023
- TKDEEfficiently Counting Triangles for Hypergraph Streams by Reservoir-Based SamplingIEEE Transactions on Knowledge and Data Engineering 2023
- CIKMGeometric Graph Learning for Protein Mutation Effect PredictionIn Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023 2023
- DASFAALearning with Small Data: Subgraph Counting QueriesIn Database Systems for Advanced Applications - 26th International Conference, DASFAA 2023, Proceedings, Part II 2023
- TKDEFinding Critical Users in Social Communities via Graph ConvolutionsIEEE Trans. Knowl. Data Eng. 2023
2022
- VLDBQuery Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive AttributedProc. VLDB Endow. 2022
- ICDE DemoHow Learning Can Help Complex Cyclic Join DecompositionIn 38th IEEE International Conference on Data Engineering, ICDE 2022, Kuala Lumpur, Malaysia, May 9-12, 2022 2022
- SIGMODLightweight and Accurate Cardinality Estimation by Neural Network Gaussian ProcessIn SIGMOD ’22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022 2022
- SIGMODParallel Query Processing: To Separate Communication from ComputationIn SIGMOD ’22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022 2022
2021
- TKDESQL-G: Efficient Graph Analytics by SQLIEEE Trans. Knowl. Data Eng. 2021
- DASFAATowards Expectation-Maximization by SQL in RDBMSIn Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part II 2021
- IJCNNTowards Feature-free TSP Solver Selection: A Deep Learning ApproachIn International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021 2021
- SIGMODA Learned Sketch for Subgraph CountingIn SIGMOD ’21: International Conference on Management of Data, Virtual Event, China, June 20-25, 2021 2021
- WISEGraph Ordering: Towards the Optimal by LearningIn Web Information Systems Engineering - WISE 2021 - 22nd International Conference on Web Information Systems Engineering, WISE 2021, Melbourne, VIC, Australia, October 26-29, 2021, Proceedings, Part I 2021
2020
- VLDBDistributed Subgraph Counting: A General ApproachProc. VLDB Endow. 2020
- NeurIPSDirichlet Graph Variational AutoencoderIn Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual 2020
2019
- Inf. Sci.Interactive natural language question answering over knowledge graphsInf. Sci. 2019
2017
- CIKMNatural Language Question/Answering: Let Users Talk With The Knowledge GraphIn Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017 2017
- SIGMODAll-in-One: Graph Processing in RDBMSs RevisitedIn Proceedings of the 2017 ACM International Conference on Management of Data, SIGMOD Conference 2017, Chicago, IL, USA, May 14-19, 2017 2017
- Data Eng. Bull.Graph Processing in RDBMSsIEEE Data Eng. Bull. 2017