研究领域
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大数据处理与智能分析
论文成果 MORE+
- · Special issue on responsible data management and data science.VLDB JOURNAL.2022
- · SANCUS: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks.Proceedings of the VLDB Endowment.2022
- · Mcore: Multi-Agent Collaborative Learning for Knowledge-Graph-Enhanced Recommendation.2021 21ST IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2021).2021
- · MBN: Towards Multi-Behavior Sequence Modeling for Next Basket Recommendation.ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA.2022
- · LECF: recommendation via learnable edge collaborative filtering.Science China. Information Science.2022
- · HAP: An Efficient Hamming Space Index Based on Augmented Pigeonhole Principle.Proceedings of the ACM SIGMOD International Conference on Management of Data.2022
- · GraphANGEL: Adaptive aNd Structure-Aware Sampling on Graph NEuraL Networks.2021 21ST IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2021).2021
- · GCF-RD: A Graph-based Contrastive Framework for Semi-Supervised Learning on Relational Databases.31st ACM International Conference on Information & Knowledge Management.2022
- · ETO: Accelerating Optimization of DNN Operators by High-Performance Tensor Program Reuse.PROCEEDINGS OF THE VLDB ENDOWMENT.2021
- · Camel: Managing Data for Efficient Stream Learning.PROCEEDINGS OF THE 2022 INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA (SIGMOD '22).2022
专利
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著作成果
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