Wenwu Ou

发表

Alternating Multi-bit Quantization for Recurrent Neural Networks

Zhouchen Lin, H. Zha, Yuanbin Cao, 2018, ICLR.

Multi-Task Learning with Calibrated Mixture of Insightful Experts

Sinan Wang, Zhao Li, Wenwu Ou, 2022, 2022 IEEE 38th International Conference on Data Engineering (ICDE).

Learning to Collaborate: Multi-Scenario Ranking via Multi-Agent Reinforcement Learning

Xiaoyan Zhu, Minlie Huang, Heng Li, 2018, WWW.

A pareto-efficient algorithm for multiple objective optimization in e-commerce recommendation

Yongfeng Zhang, Xiao Lin, Peng Jiang, 2019, RecSys.

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

Peng Jiang, Xiao Lin, Jian Wu, 2019, CIKM.

Understanding Echo Chambers in E-commerce Recommender Systems

Yongfeng Zhang, Shuya Zhao, Wenwu Ou, 2020, SIGIR.

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

Rong Xiao, Haihong Tang, Yanghua Xiao, 2019, WSDM.

Automatic Generation of Chinese Short Product Titles for Mobile Display pdf

Kenny Q. Zhu, Shichen Liu, Wenwu Ou, 2018, AAAI.

Multi-Source Pointer Network for Product Title Summarization

Peng Jiang, Hanxiao Sun, Xiaobo Wang, 2018, CIKM.

Exact-K Recommendation via Maximal Clique Optimization

Yu Gong, Kenny Q. Zhu, Ziyu Guan, 2019, KDD.

Explore User Neighborhood for Real-time E-commerce Recommendation

Wenwu Ou, Jinyang Gao, Fei Sun, 2021, 2021 IEEE 37th International Conference on Data Engineering (ICDE).

Behavior sequence transformer for e-commerce recommendation in Alibaba

Wei Li, Wenwu Ou, Huan Zhao, 2019, Proceedings of the 1st International Workshop on Deep Learning Practice for High-Dimensional Sparse Data.

Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks

Xiang Li, Luo Si, Shichen Liu, 2018, KDD.

Alternating Multi-bit Quantization for Recurrent Neural Networks pdf

Hongbin Zha, Chen Xu, Zhouchen Lin, 2018, ICLR.

Towards Long-term Fairness in Recommendation pdf

Yongfeng Zhang, Wenwu Ou, Ruoyuan Gao, 2021, WSDM.

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

Muhua Zhu, Xi Chen, Kenny Q. Zhu, 2018, AAAI.

Personalized re-ranking for recommendation

Dan Pei, Yongfeng Zhang, Xiao Lin, 2019, RecSys.

Personalized Adaptive Meta Learning for Cold-start User Preference Prediction pdf

Xu He, Qingwen Liu, Wenwu Ou, 2020, AAAI.

End-to-End User Behavior Retrieval in Click-Through RatePrediction Model pdf

Wenwu Ou, Changhua Pei, Junfeng Ge, 2021, arXiv.org.

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

Qingwen Liu, Wenwu Ou, Yufei Feng, 2020, SIGIR.

Self-Propagation Graph Neural Network for Recommendation

Wenwu Ou, Wenhui Yu, Jinfei Liu, 2022, IEEE Transactions on Knowledge and Data Engineering.

EdgeRec: Recommender System on Edge in Mobile Taobao

Qingwen Liu, Kaiqi Zhao, Wenwu Ou, 2020, CIKM.

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

Peng Jiang, Yongfeng Zhang, Xiao Lin, 2019, WWW 2019.

Cascade Ranking for Operational E-commerce Search

Luo Si, Fei Xiao, Shichen Liu, 2017, KDD.

Value-aware Recommendation based on Reinforcement Profit Maximization

Xiao Lin, Yongfeng Zhang, Peng Jiang, 2019, WWW.

Learning User Representations with Hypercuboids for Recommender Systems pdf

Ce Zhang, Shaojian He, Shuai Zhang, 2020, WSDM.

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

Peng Jiang, Dan Pei, Yongfeng Zhang, 2019, ArXiv.

Privileged Features Distillation at Taobao Recommendations

Jinyang Gao, Fei Sun, Hanxiao Sun, 2019, KDD.

JUMP: a Jointly Predictor for User Click and Dwell Time

Chao Zhang, Zebang Shen, Chengwei Wang, 2018, IJCAI.

From Known to Unknown: Knowledge-guided Transformer for Time-Series Sales Forecasting in Alibaba pdf

Wenwu Ou, Sihao Hu, Tong Liu, 2021, ArXiv.

Graph-based Regularization on Embedding Layers for Recommendation

Chen Xu, Yuan Zhang, Fei Sun, 2020, ACM Trans. Inf. Syst..

Revisit Recommender System in the Permutation Prospective

Fei Sun, Wenwu Ou, Qingwen Liu, 2021, ArXiv.

MTBRN: Multiplex Target-Behavior Relation Enhanced Network for Click-Through Rate Prediction

Yang Liu, Qingwen Liu, Kun Kuang, 2020, CIKM.

Semi-supervised Collaborative Filtering by Text-enhanced Domain Adaptation

Zheng Qin, Wenwu Ou, Xiao Lin, 2020, KDD.

GRN: Generative Rerank Network for Context-wise Recommendation pdf

Wenwu Ou, Binbin Hu, Fei Sun, 2021, ArXiv.

Globally Optimized Mutual Influence Aware Ranking in E-Commerce Search pdf

Wenwu Ou, Zhirong Wang, Tao Zhuang, 2018, IJCAI.

Personalized re-ranking for recommendation

Dan Pei, Fei Sun, Yongfeng Zhang, 2019, RecSys.

Privileged Features Distillation for E-Commerce Recommendations pdf

Hanxiao Sun, Wenwu Ou, Jinyang Gao, 2019, ArXiv.

EdgeRec: Recommender System on Edge in Mobile Taobao

Ziwen Jiang, Wenwu Ou, Qingwen Liu, 2020, CIKM.

Query-based Interactive Recommendation by Meta-Path and Adapted Attention-GRU

Yu Gong, Deng Cai, Qingwen Liu, 2019, CIKM.