DeepFM: A Factorization-Machine based Neural Network for CTR Prediction

Huifeng Guo, Ruiming Tang, Yunming Ye, +2

EngineeringMachine LearningRecurrent Neural NetworkMixture Of ExpertSophisticated Feature Interactions +14

DeepFM: A Factorization-Machine based Neural Network for CTR Prediction

Huifeng Guo, Ruiming Tang, Yunming Ye, +2

arXiv (Cornell University)

UltraGCN

Kelong Mao, Jieming Zhu, Xi Xiao, +3

Effective Ultragcn ModelEngineeringGraph TheoryData ScienceMachine Learning +8

Federated Meta-Learning with Fast Convergence and Efficient Communication

Fei Chen, Mi Luo, Zhenhua Dong, +2

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningMeta-learningFast Convergence +15

Product-Based Neural Networks for User Response Prediction over Multi-Field Categorical Data

Yanru Qu, Bohui Fang, Weinan Zhang, +5

ACM Transactions on Information Systems

Artificial IntelligenceEngineeringMachine LearningAutoencodersUser Response Prediction +17

Graph Heterogeneous Multi-Relational Recommendation

Chong Chen, Weizhi Ma, Min Zhang, +5

Proceedings of the AAAI Conference on Artificial Intelligence

EngineeringMachine LearningSemantic WebInformation RetrievalData Science +14

A General Knowledge Distillation Framework for Counterfactual Recommendation via Uniform Data

Dugang Liu, Pengxiang Cheng, Zhenhua Dong, +3

EngineeringMachine LearningInformation RetrievalData ScienceData Mining +17

AutoFIS

Bin Liu, Chenxu Zhu, Guilin Li, +6

Artificial IntelligenceNatural Language ProcessingLarge Ai ModelEngineeringMachine Learning +12

Neighbor Interaction Aware Graph Convolution Networks for Recommendation

Jianing Sun, Yingxue Zhang, Wei Guo, +5

Network ScienceGraph TheoryData ScienceMachine LearningMany Online Services +11

Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning

Sijin Zhou, Xinyi Dai, Haokun Chen, +5

Artificial IntelligenceRecommendation Decision MakingEngineeringInformation RetrievalMachine Learning +9