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Exploiting Repeated Behavior Pattern and Long-term Item dependency for Session-based Recommendation
Session-based recommendation (SBR) is a challenging task, which aims to ...
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Exploring Global Information for Session-based Recommendation
Session-based recommendation (SBR) is a challenging task, which aims at ...
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A Survey on Trajectory Data Management, Analytics, and Learning
Recent advances in sensor and mobile devices have enabled an unprecedent...
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Efficient and Effective Similar Subtrajectory Search with Deep Reinforcement Learning
Similar trajectory search is a fundamental problem and has been well stu...
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Interaction-aware Kalman Neural Networks for Trajectory Prediction
Forecasting the motion of surrounding dynamic obstacles (vehicles, bicyc...
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Representation Learning for Spatial Graphs
Recently, the topic of graph representation learning has received plenty...
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Hyperbolic Recommender Systems
Many well-established recommender systems are based on representation le...
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Attention-based Group Recommendation
Recommender systems are widely used in big information-based companies s...
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Heron Inference for Bayesian Graphical Models
Bayesian graphical models have been shown to be a powerful tool for disc...
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SURGE: Continuous Detection of Bursty Regions Over a Stream of Spatial Objects
With the proliferation of mobile devices and location-based services, co...
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