Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba

Jizhe Wang, Pipei Huang, Huan Zhao, +3

EngineeringEmbedding MethodsBusiness AnalyticsSemantic WebText Mining +17

Behavior sequence transformer for e-commerce recommendation in Alibaba

Qiwei Chen, Huan Zhao, Wei Li, +2

EngineeringMachine LearningRecurrent Neural NetworkNatural Language ProcessingMlp Paradigm +17

Multi-Interest Network with Dynamic Routing for Recommendation at Tmall

Chao Li, Zhiyuan Liu, Mengmeng Wu, +7

Artificial IntelligenceEngineeringMachine LearningDynamic RoutingNetwork Routing +21

POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion

Wen Chen, Pipei Huang, Jiaming Xu, +7

EngineeringModel (Person)Social MediaInformation RetrievalData Science +18

Multi-Interest Network with Dynamic Routing for Recommendation at Tmall

Chao Li, Zhiyuan Liu, Mengmeng Wu, +7

arXiv (Cornell University)

EngineeringMachine LearningDynamic RoutingNetwork RoutingNetwork Analysis +21

Boosting for transfer learning from multiple data sources

Pipei Huang, Gang Wang, Shiyin Qin

Pattern Recognition Letters

EngineeringMachine LearningData ScienceData MiningPattern Recognition +7

Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System

Hong Wen, Jing Zhang, Quan Lin, +2

Proceedings of the AAAI Conference on Artificial Intelligence

EngineeringMachine LearningData ScienceData MiningConversion Rate Prediction +12

Behavior Sequence Transformer for E-commerce Recommendation in Alibaba

Qiwei Chen, Huan Zhao, Wei Li, +2

arXiv (Cornell University)

Billion-scale Recommendation with Heterogeneous Side Information at Taobao

Andreas Pfadler, Huan Zhao, Jizhe Wang, +3

EngineeringSemantic WebCorpus LinguisticsText MiningWord Embeddings +16

Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba

Jizhe Wang, Pipei Huang, Huan Zhao, +3

arXiv (Cornell University)