Publications
2023
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SIGIRKnowledge-refined Denoising Network for Robust RecommendationIn The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
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TKDEFinding Materialized Models for Model ReuseIEEE Transactions on Knowledge and Data Engineering, 2023
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LDPTrace:: Locally Differentially Private Trajectory SynthesisProc. VLDB Endow., 2023
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Towards Explainable Collaborative Filtering with Taste Clusters LearningIn Proceedings of the ACM Web Conference, 2023
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ICDEFLBooster: A Unified and Efficient Platform for Federated Learning AccelerationIn 39th IEEE International Conference on Data Engineering, 2023
2022
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SIGKDDSpatio-Temporal Trajectory Similarity Learning in Road NetworksIn The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, 2022
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HAKG: Hierarchy-Aware Knowledge Gated Network for RecommendationIn The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2022
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SIGIRSelf-Guided Learning to Denoise for Robust RecommendationIn The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2022
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TKDEMetaKG: Meta-learning on Knowledge Graph for Cold-start RecommendationIEEE Transactions on Knowledge and Data Engineering, 2022
2021
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ICDEE^2DTC: An End to End Deep Trajectory Clustering Framework via Self-TrainingIn 37th IEEE International Conference on Data Engineering, 2021
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VLDBMDTP: A Multi-source Deep Traffic Prediction Framework over Spatio-Temporal Trajectory DataProc. VLDB Endow., 2021