guyulongcs/Awesome-Embedding

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Created about 5 years ago
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guyulongcs/Awesome-Embedding

guyulongcs

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Paper list for Network Embedding, Knowledge Base Embedding, Graph Neural Networks

Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

Awesome-Deep-Reinforcement-Learning-Papers-for-Search-Recommendation-Advertising

Awesome Deep Reinforcement Learning papers for industrial Search, Recommendation and Advertising.

CIKM2020_DMT

Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems, CIKM 2020

WSDM2020_HUP

Hierarchical User Profiling for E-commerce RecommenderSystems, WSDM 2020

Awesome-Self-supervised-Learning-papers

Awesome Self-supervised papers in CV, NLP, Graph, Recommendation, ML and so on.

IJCAI2019_HGAT

Semi-supervised User Profiling with Heterogeneous Graph Attention Networks, IJCAI 19

AAAI2021_ANPP

Attentive Neural Point Processes for Event Forecasting, AAAI 2021

SIGIR2020_NICF

Neural Interactive Collaborative Filtering, SIGIR 2020

CIKM2020_DecGCN

Decoupled Graph Convolution Network for Inferring Substitutable and Complementary Items, CIKM 2020

Deep-Reinforcement-Learning-Papers

Awesome papers in DRL

Awesome-Transformers

Awesome Transformers papers.

Deep-Reinforcement-Learning-Materials

Materials for DRL

ICDM2016_HLGPS

HLGPS: A Home Location Global Positioning System in Location-Based Social Networks, ICDM 2016