
RNN with Particle Flow for Probabilistic Spatiotemporal Forecasting
Spatiotemporal forecasting has numerous applications in analyzing wirel...
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Dual Graph enhanced Embedding Neural Network for CTR Prediction
CTR prediction, which aims to estimate the probability that a user will ...
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TIE: A Framework for Embeddingbased Incremental Temporal Knowledge Graph Completion
Reasoning in a temporal knowledge graph (TKG) is a critical task for inf...
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KnowledgeEnhanced TopK Recommendation in Poincaré Ball
Personalized recommender systems are increasingly important as more cont...
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Probabilistic Metric Learning with Adaptive Margin for TopK Recommendation
Personalized recommender systems are playing an increasingly important r...
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MSRanker: Accumulating Evidence from Potentially Correct Candidates for Answer Selection
As conventional answer selection (AS) methods generally match the questi...
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GraphSAIL: Graph Structure Aware Incremental Learning for Recommender Systems
Given the convenience of collecting information through online services,...
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Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation
Node classification in attributed graphs is an important task in multipl...
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NonParametric Graph Learning for Bayesian Graph Neural Networks
Graphs are ubiquitous in modelling relational structures. Recent endeavo...
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MultiGraph Convolution Collaborative Filtering
Personalized recommendation is ubiquitous, playing an important role in ...
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Memory Augmented Graph Neural Networks for Sequential Recommendation
The chronological order of useritem interactions can reveal timeevolvi...
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Semantic Graph Convolutional Network for Implicit Discourse Relation Classification
Implicit discourse relation classification is of great importance for di...
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A GraphCNN for 3D Point Cloud Classification
Graph convolutional neural networks (GraphCNNs) extend traditional CNNs...
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Bayesian graph convolutional neural networks for semisupervised classification
Recently, techniques for applying convolutional neural networks to graph...
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PointofInterest Recommendation: Exploiting SelfAttentive Autoencoders with NeighborAware Influence
The rapid growth of Locationbased Social Networks (LBSNs) provides a gr...
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Yingxue Zhang
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