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Zebra: When Temporal Graph Neural Networks Meet Temporal Personalized PageRank.Proceedings of the Vldb Endowment.2023
RESUS: Warm-Up Cold Users via Meta-Learning Residual User Preferences in CTR Prediction.ACM Transactions on Information Systems.2023
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
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