Alleviating Video-length Effect for Micro-video Recommendation.
ACM Trans. Inf. Syst., March, 2024
Self-supervised Graph Neural Network for Mechanical CAD Retrieval.
CoRR, 2024
Customizing Graph Neural Network for CAD Assembly Recommendation.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions.
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Trans. Recomm. Syst., March, 2023
Robust Preference-Guided Denoising for Graph based Social Recommendation.
Proceedings of the ACM Web Conference 2023, 2023
Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions.
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CoRR, 2021
TabGNN: Multiplex Graph Neural Network for Tabular Data Prediction.
CoRR, 2021
Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Representative Negative Instance Generation for Online Ad Targeting.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Reinforced Negative Sampling for Recommendation with Exposure Data.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Improving Implicit Recommender Systems with View Data.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018