Wenwu Ou

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Alibaba Group

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Responsible for products search algorithm team of Taobao，the largest e-commercial search in the world servicing for hundred millions of people every day，my team‘s work includes personalization search & recommendation, ranking feature and model design, ranking strategy and intelligent interaction，covers online learning, deep learning, reinforcement learning, model compression, natural language understanding and so on.

Papers38 papers

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EdgeRec: Recommender System on Edge in Mobile Taobao

Gong Yu, Jiang Ziwen, Zhao Kaiqi, Liu Qingwen,Ou Wenwu

Bibtex

Commonsense knowledge adversarial dataset that challenges ELECTRA

Gongqi Lin,Yuan Miao, Xiaoyong Yang,Wenwu Ou,Lizhen Cui,Wei Guo,Chunyan Miao

ICARCV, pp.315-320, (2020)

EIBibtex

EdgeRec: Recommender System on Edge in Mobile Taobao

Yu Gong, Ziwen Jiang, Yufei Feng, Binbin Hu, Kaiqi Zhao,Qingwen Liu,Wenwu Ou

CIKM '20: The 29th ACM International Conference on Information and Knowledge Management Virt..., pp.2477-2484, (2020)

EIBibtex

Graph-based Regularization on Embedding Layers for Recommendation

Yuan Zhang,Fei Sun, Xiaoyong Yang, Chen Xu,Wenwu Ou,Yan Zhang

ACM Transactions on Information Systems, no. 1 (2020): 1-27

EIBibtex

Privileged Features Distillation at Taobao Recommendations

Chen Xu, Quan Li, Junfeng Ge,Jinyang Gao,Xiaoyong Yang,Changhua Pei,Fei Sun, Jian Wu, Hanxiao Sun,Wenwu Ou

KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining Virtual Event..., pp.2590-2598, (2020)

EIBibtex

Semi-supervised Collaborative Filtering by Text-enhanced Domain Adaptation

Wenhui Yu, Xiao Lin, Junfeng Ge,Wenwu Ou,Zheng Qin

KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining Virtual Event..., pp.2136-2144, (2020)

Cited by1EIBibtex

Understanding Echo Chambers in E-commerce Recommender Systems

Yingqiang Ge,Shuya Zhao,Honglu Zhou, Changhua Pei,Fei Sun,Wenwu Ou,Yongfeng Zhang

SIGIR '20: The 43rd International ACM SIGIR conference on research and development in Information Re..., pp.2261-2270, (2020)

EIBibtex

Personalized Adaptive Meta Learning for Cold-start User Preference Prediction

Runsheng Yu,Yu Gong,Xu He,Bo An,Yu Zhu,Qingwen Liu,Wenwu Ou

Bibtex

ATBRG: Adaptive Target-Behavior Relational Graph Network for Effective Recommendation

Feng Yufei, Hu Binbin,Lv Fuyu, Liu Qingwen,Zhang Zhiqiang,Ou Wenwu

SIGIR '20: The 43rd International ACM SIGIR conference on research and development in Information Re..., pp.2231-2240, (2020)

EIBibtex

Privileged Features Distillation for E-Commerce Recommendations

Xu Chen, Li Quan, Ge Junfeng, Gao Jinyang, Yang Xiaoyong,Pei Changhua, Sun Hanxiao,Ou Wenwu

Bibtex

Weakly Supervised Co-Training of Query Rewriting andSemantic Matching for e-Commerce

Rong Xiao, Jianhui Ji, Baoliang Cui, Haihong Tang,Wenwu Ou,Yanghua Xiao,Jiwei Tan, Xuan Ju

WSDM, pp.402-410, (2019)

Cited by4EIBibtex

Value-aware Recommendation based on Reinforcement Profit Maximization

Changhua Pei, Xinru Yang, Qing Cui,Xiao Lin,Fei Sun,Peng Jiang,Wenwu Ou,Yongfeng Zhang

WWW '19: The Web Conference San Francisco CA USA May, 2019, pp.3123-3129, (2019)

Cited by4EIBibtex

Personalized Context-aware Re-ranking for E-commerce Recommender Systems

Changhua Pei,Yi Zhang,Yongfeng Zhang,Fei Sun,Xiao Lin, Hanxiao Sun, Jian Wu,Peng Jiang,Wenwu Ou,Dan Pei

arXiv: Information Retrieval, (2019)

Cited by1EIBibtex

Value-aware Recommendation based on Reinforced Profit Maximization in E-commerce Systems

Changhua Pei, Xinru Yang, Qing Cui,Xiao Lin,Fei Sun,Peng Jiang,Wenwu Ou,Yongfeng Zhang

the web conference, (2019)

Cited by2EIBibtex

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

Fei Sun, Jun Liu, Jian Wu, Changhua Pei,Xiao Lin,Wenwu Ou,Peng Jiang

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, (2019): 1441-1450

Cited by31EIBibtex

Compositional Network Embedding

Tianshu Lyu,Fei Sun,Peng Jiang,Wenwu Ou,Yan Zhang

CoRR, (2019)

EIBibtex

Deep Cascade Multi-task Learning for Slot Filling in Online Shopping Assistant

Yu Gong, Xusheng Luo,Yu Zhu,Wenwu Ou,Zhao Li,Muhua Zhu,Kenny Q. Zhu,Lu Duan,Xi Chen

national conference on artificial intelligence, (2019)

Cited by10EIBibtex

Weakly Supervised Co-Training Query Rewriting and Semantic Matching for E-Commerce

Rong Xiao, Jianhui Ji, Baoliang Cui, Haihong Tang,Wenwu Ou,Yanghua Xiao, Jiwei Tan, Xuan Ju

web search and data mining, (2019)

Bibtex

Behavior Sequence Transformer for E-commerce Recommendation in Alibaba

Qiwei Chen, Huan Zhao,Wei Li,Pipei Huang,Wenwu Ou

Proceedings of the 1st International Workshop on Deep Learning Practice for High-Dimensional Sparse ..., (2019): 12

Cited by12EIBibtex

Personalized re-ranking for recommendation

Changhua Pei, Yi Zhang, Fei Sun, Xiao Lin, Hanxiao Sun, Jian Wu, Junfeng Ge,Wenwu Ou, Yongfeng Zhang, Peng Jiang,Dan Pei

RecSys 2019 - 13th ACM Conference on Recommender Systems,, (2019)

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Papers38 papers

Wenwu Ou