Wenwu Ou

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 70

Top Topics

Link Prediction

Relational Graph

Profit Maximization

Top Venues

Publications

Huxiao Ji, Haitao Yang, Linchuan Li, Shunyu Zhang, Cunyi Zhang, Xuanping Li, Wenwu Ou
TIM: Temporal Interaction Model in Notification System. CoRR (2024)
Yang Jin, Kun Xu, Kun Xu, Liwei Chen, Chao Liao, Jianchao Tan, Quzhe Huang, Bin Chen, Chengru Song, Dai Meng, Di Zhang, Wenwu Ou, Kun Gai, Yadong Mu
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization. ICLR (2024)
Jun Wang, Haoxuan Li, Chi Zhang, Dongxu Liang, Enyun Yu, Wenwu Ou, Wenjia Wang
CounterCLR: Counterfactual Contrastive Learning with Non-random Missing Data in Recommendation. CoRR (2024)
Huxiao Ji, Haitao Yang, Linchuan Li, Shunyu Zhang, Cunyi Zhang, Xuanping Li, Wenwu Ou
TIM: Temporal Interaction Model in Notification System. ICMR (2024)
Jun Wang, Haoxuan Li, Chi Zhang, Dongxu Liang, Enyun Yu, Wenwu Ou, Wenjia Wang
CounterCLR: Counterfactual Contrastive Learning with Non-random Missing Data in Recommendation. ICDM (2023)
Tong Guo, Xuanping Li, Haitao Yang, Xiao Liang, Yong Yuan, Jingyou Hou, Bingqing Ke, Chao Zhang, Junlin He, Shunyu Zhang, Enyun Yu, Wenwu Ou
Query-dominant User Interest Network for Large-Scale Search Ranking. CoRR (2023)
Tong Guo, Xuanping Li, Haitao Yang, Xiao Liang, Yong Yuan, Jingyou Hou, Bingqing Ke, Chao Zhang, Junlin He, Shunyu Zhang, Enyun Yu, Wenwu Ou
Query-dominant User Interest Network for Large-Scale Search Ranking. CIKM (2023)
Yang Jin, Kun Xu, Kun Xu, Liwei Chen, Chao Liao, Jianchao Tan, Quzhe Huang, Bin Chen, Chenyi Lei, An Liu, Chengru Song, Xiaoqiang Lei, Di Zhang, Wenwu Ou, Kun Gai, Yadong Mu
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization. CoRR (2023)
Sinan Wang, Yumeng Li, Hongyan Li, Tanchao Zhu, Zhao Li, Wenwu Ou
Multi-Task Learning with Calibrated Mixture of Insightful Experts. ICDE (2022)
Wenhui Yu, Xiao Lin, Jinfei Liu, Junfeng Ge, Wenwu Ou, Zheng Qin
Self-Propagation Graph Neural Network for Recommendation. IEEE Trans. Knowl. Data Eng. 34 (12) (2022)
Yingqiang Ge, Shuchang Liu, Ruoyuan Gao, Yikun Xian, Yunqi Li, Xiangyu Zhao, Changhua Pei, Fei Sun, Junfeng Ge, Wenwu Ou, Yongfeng Zhang
Towards Long-term Fairness in Recommendation. CoRR (2021)
Qiwei Chen, Changhua Pei, Shanshan Lv, Chao Li, Junfeng Ge, Wenwu Ou
End-to-End User Behavior Retrieval in Click-Through RatePrediction Model. CoRR (2021)
Xinyuan Qi, Kai Hou, Tong Liu, Zhongzhong Yu, Sihao Hu, Wenwu Ou
From Known to Unknown: Knowledge-guided Transformer for Time-Series Sales Forecasting in Alibaba. CoRR (2021)
Yufei Feng, Yu Gong, Fei Sun, Qingwen Liu, Wenwu Ou
Revisit Recommender System in the Permutation Prospective. CoRR (2021)
Yingqiang Ge, Shuchang Liu, Ruoyuan Gao, Yikun Xian, Yunqi Li, Xiangyu Zhao, Changhua Pei, Fei Sun, Junfeng Ge, Wenwu Ou, Yongfeng Zhang
Towards Long-term Fairness in Recommendation. WSDM (2021)
Yufei Feng, Binbin Hu, Yu Gong, Fei Sun, Qingwen Liu, Wenwu Ou
GRN: Generative Rerank Network for Context-wise Recommendation. CoRR (2021)
Runsheng Yu, Yu Gong, Xu He, Yu Zhu, Qingwen Liu, Wenwu Ou, Bo An
Personalized Adaptive Meta Learning for Cold-start User Preference Prediction. AAAI (2021)
Xu Xie, Fei Sun, Xiaoyong Yang, Zhao Yang, Jinyang Gao, Wenwu Ou, Bin Cui
Explore User Neighborhood for Real-time E-commerce Recommendation. CoRR (2021)
Shuai Zhang, Huoyu Liu, Aston Zhang, Yue Hu, Ce Zhang, Yumeng Li, Tanchao Zhu, Shaojian He, Wenwu Ou
Learning User Representations with Hypercuboids for Recommender Systems. WSDM (2021)
Xu Xie, Fei Sun, Xiaoyong Yang, Zhao Yang, Jinyang Gao, Wenwu Ou, Bin Cui
Explore User Neighborhood for Real-time E-commerce Recommendation. ICDE (2021)
Yu Gong, Ziwen Jiang, Kaiqi Zhao, Qingwen Liu, Wenwu Ou
EdgeRec: Recommender System on Edge in Mobile Taobao. CoRR (2020)
Shuai Zhang, Huoyu Liu, Aston Zhang, Yue Hu, Ce Zhang, Yumeng Li, Tanchao Zhu, Shaojian He, Wenwu Ou
Learning User Representations with Hypercuboids for Recommender Systems. CoRR (2020)
Chen Xu, Quan Li, Junfeng Ge, Jinyang Gao, Xiaoyong Yang, Changhua Pei, Fei Sun, Jian Wu, Hanxiao Sun, Wenwu Ou
Privileged Features Distillation at Taobao Recommendations. KDD (2020)
Gongqi Lin, Yuan Miao, Xiaoyong Yang, Wenwu Ou, Lizhen Cui, Wei Guo, Chunyan Miao
Commonsense Knowledge Adversarial Dataset that Challenges ELECTRA. ICARCV (2020)
Yingqiang Ge, Shuya Zhao, Honglu Zhou, Changhua Pei, Fei Sun, Wenwu Ou, Yongfeng Zhang
Understanding Echo Chambers in E-commerce Recommender Systems. SIGIR (2020)
Runsheng Yu, Yu Gong, Xu He, Bo An, Yu Zhu, Qingwen Liu, Wenwu Ou
Personalized Adaptive Meta Learning for Cold-start User Preference Prediction. CoRR (2020)
Wenhui Yu, Xiao Lin, Junfeng Ge, Wenwu Ou, Zheng Qin
Semi-supervised Collaborative Filtering by Text-enhanced Domain Adaptation. CoRR (2020)
Yufei Feng, Fuyu Lv, Binbin Hu, Fei Sun, Kun Kuang, Yang Liu, Qingwen Liu, Wenwu Ou
MTBRN: Multiplex Target-Behavior Relation Enhanced Network for Click-Through Rate Prediction. CoRR (2020)
Yufei Feng, Binbin Hu, Fuyu Lv, Qingwen Liu, Zhiqiang Zhang, Wenwu Ou
ATBRG: Adaptive Target-Behavior Relational Graph Network for Effective Recommendation. CoRR (2020)
Yufei Feng, Fuyu Lv, Binbin Hu, Fei Sun, Kun Kuang, Yang Liu, Qingwen Liu, Wenwu Ou
MTBRN: Multiplex Target-Behavior Relation Enhanced Network for Click-Through Rate Prediction. CIKM (2020)
Gongqi Lin, Yuan Miao, Xiaoyong Yang, Wenwu Ou, Lizhen Cui, Wei Guo, Chunyan Miao
Commonsense knowledge adversarial dataset that challenges ELECTRA. CoRR (2020)
Wenhui Yu, Xiao Lin, Junfeng Ge, Wenwu Ou, Zheng Qin
Semi-supervised Collaborative Filtering by Text-enhanced Domain Adaptation. KDD (2020)
Yuan Zhang, Fei Sun, Xiaoyong Yang, Chen Xu, Wenwu Ou, Yan Zhang
Graph-based Regularization on Embedding Layers for Recommendation. ACM Trans. Inf. Syst. 39 (1) (2020)
Yufei Feng, Binbin Hu, Fuyu Lv, Qingwen Liu, Zhiqiang Zhang, Wenwu Ou
ATBRG: Adaptive Target-Behavior Relational Graph Network for Effective Recommendation. SIGIR (2020)
Yu Gong, Ziwen Jiang, Yufei Feng, Binbin Hu, Kaiqi Zhao, Qingwen Liu, Wenwu Ou
EdgeRec: Recommender System on Edge in Mobile Taobao. CIKM (2020)
Yingqiang Ge, Shuya Zhao, Honglu Zhou, Changhua Pei, Fei Sun, Wenwu Ou, Yongfeng Zhang
Understanding Echo Chambers in E-commerce Recommender Systems. CoRR (2020)
Chen Xu, Quan Li, Junfeng Ge, Jinyang Gao, Xiaoyong Yang, Changhua Pei, Hanxiao Sun, Wenwu Ou
Privileged Features Distillation for E-Commerce Recommendations. CoRR (2019)
Changhua Pei, Yi Zhang, Yongfeng Zhang, Fei Sun, Xiao Lin, Hanxiao Sun, Jian Wu, Peng Jiang, Junfeng Ge, Wenwu Ou, Dan Pei
Personalized re-ranking for recommendation. RecSys (2019)
Yu Gong, Yu Zhu, Lu Duan, Qingwen Liu, Ziyu Guan, Fei Sun, Wenwu Ou, Kenny Q. Zhu
Exact-K Recommendation via Maximal Clique Optimization. KDD (2019)
Changhua Pei, Yi Zhang, Yongfeng Zhang, Fei Sun, Xiao Lin, Hanxiao Sun, Jian Wu, Peng Jiang, Wenwu Ou, Dan Pei
Personalized Context-aware Re-ranking for E-commerce Recommender Systems. CoRR (2019)
Yu Zhu, Yu Gong, Qingwen Liu, Yingcai Ma, Wenwu Ou, Junxiong Zhu, Beidou Wang, Ziyu Guan, Deng Cai
Query-based Interactive Recommendation by Meta-Path and Adapted Attention-GRU. CoRR (2019)
Tianshu Lyu, Fei Sun, Peng Jiang, Wenwu Ou, Yan Zhang
Compositional Network Embedding. CoRR (2019)
Qiwei Chen, Huan Zhao, Wei Li, Pipei Huang, Wenwu Ou
Behavior Sequence Transformer for E-commerce Recommendation in Alibaba. CoRR (2019)
Yu Gong, Xusheng Luo, Kenny Q. Zhu, Wenwu Ou, Zhao Li, Lu Duan
Automatic Generation of Chinese Short Product Titles for Mobile Display. AAAI (2019)
Changhua Pei, Xinru Yang, Qing Cui, Xiao Lin, Fei Sun, Peng Jiang, Wenwu Ou, Yongfeng Zhang
Value-aware Recommendation based on Reinforced Profit Maximization in E-commerce Systems. CoRR (2019)
Tianshu Lyu, Fei Sun, Peng Jiang, Wenwu Ou, Yan Zhang
Compositional network embedding for link prediction. RecSys (2019)
Yu Gong, Xusheng Luo, Yu Zhu, Wenwu Ou, Zhao Li, Muhua Zhu, Kenny Q. Zhu, Lu Duan, Xi Chen
Deep Cascade Multi-Task Learning for Slot Filling in Online Shopping Assistant. AAAI (2019)
Changhua Pei, Xinru Yang, Qing Cui, Xiao Lin, Fei Sun, Peng Jiang, Wenwu Ou, Yongfeng Zhang
Value-aware Recommendation based on Reinforcement Profit Maximization. WWW (2019)
Yu Gong, Yu Zhu, Lu Duan, Qingwen Liu, Ziyu Guan, Fei Sun, Wenwu Ou, Kenny Q. Zhu
Exact-K Recommendation via Maximal Clique Optimization. CoRR (2019)
Fei Sun, Jun Liu, Jian Wu, Changhua Pei, Xiao Lin, Wenwu Ou, Peng Jiang
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer. CIKM (2019)
Rong Xiao, Jianhui Ji, Baoliang Cui, Haihong Tang, Wenwu Ou, Yanghua Xiao, Jiwei Tan, Xuan Ju
Weakly Supervised Co-Training of Query Rewriting andSemantic Matching for e-Commerce. WSDM (2019)
Xiao Lin, Hongjie Chen, Changhua Pei, Fei Sun, Xuanji Xiao, Hanxiao Sun, Yongfeng Zhang, Wenwu Ou, Peng Jiang
A pareto-efficient algorithm for multiple objective optimization in e-commerce recommendation. RecSys (2019)
Fei Sun, Jun Liu, Jian Wu, Changhua Pei, Xiao Lin, Wenwu Ou, Peng Jiang
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer. CoRR (2019)
Yu Zhu, Yu Gong, Qingwen Liu, Yingcai Ma, Wenwu Ou, Junxiong Zhu, Beidou Wang, Ziyu Guan, Deng Cai
Query-based Interactive Recommendation by Meta-Path and Adapted Attention-GRU. CIKM (2019)
Yu Gong, Xusheng Luo, Kenny Q. Zhu, Xi Chen, Wenwu Ou
Deep Cascade Multi-task Learning for Slot Filling in Chinese E-commerce Shopping Guide Assistant. CoRR (2018)
Chen Xu, Jianqiang Yao, Zhouchen Lin, Wenwu Ou, Yuanbin Cao, Zhirong Wang, Hongbin Zha
Alternating Multi-bit Quantization for Recurrent Neural Networks. CoRR (2018)
Tao Zhuang, Wenwu Ou, Zhirong Wang
Globally Optimized Mutual Influence Aware Ranking in E-Commerce Search. CoRR (2018)
Yu Gong, Xusheng Luo, Kenny Q. Zhu, Shichen Liu, Wenwu Ou
Automatic Generation of Chinese Short Product Titles for Mobile Display. CoRR (2018)
Jun Feng, Heng Li, Minlie Huang, Shichen Liu, Wenwu Ou, Zhirong Wang, Xiaoyan Zhu
Learning to Collaborate: Multi-Scenario Ranking via Multi-Agent Reinforcement Learning. CoRR (2018)
Chen Xu, Jianqiang Yao, Zhouchen Lin, Wenwu Ou, Yuanbin Cao, Zhirong Wang, Hongbin Zha
Alternating Multi-bit Quantization for Recurrent Neural Networks. ICLR (Poster) (2018)
Tengfei Zhou, Hui Qian, Zebang Shen, Chao Zhang, Chengwei Wang, Shichen Liu, Wenwu Ou
JUMP: a Jointly Predictor for User Click and Dwell Time. IJCAI (2018)
Fei Sun, Peng Jiang, Hanxiao Sun, Changhua Pei, Wenwu Ou, Xiaobo Wang
Multi-Source Pointer Network for Product Title Summarization. CIKM (2018)
Fei Sun, Peng Jiang, Hanxiao Sun, Changhua Pei, Wenwu Ou, Xiaobo Wang
Multi-Source Pointer Network for Product Title Summarization. CoRR (2018)
Yabo Ni, Dan Ou, Shichen Liu, Xiang Li, Wenwu Ou, Anxiang Zeng, Luo Si
Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks. CoRR (2018)
Tao Zhuang, Wenwu Ou, Zhirong Wang
Globally Optimized Mutual Influence Aware Ranking in E-Commerce Search. IJCAI (2018)
Yabo Ni, Dan Ou, Shichen Liu, Xiang Li, Wenwu Ou, Anxiang Zeng, Luo Si
Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks. KDD (2018)
Jun Feng, Heng Li, Minlie Huang, Shichen Liu, Wenwu Ou, Zhirong Wang, Xiaoyan Zhu
Learning to Collaborate: Multi-Scenario Ranking via Multi-Agent Reinforcement Learning. WWW (2018)
Shichen Liu, Fei Xiao, Wenwu Ou, Luo Si
Cascade Ranking for Operational E-commerce Search. CoRR (2017)
Yingying Wu, Yiqun Liu, Ning Su, Shaoping Ma, Wenwu Ou
Predicting Online Shopping Search Satisfaction and User Behaviors with Electrodermal Activity. WWW (Companion Volume) (2017)
Shichen Liu, Fei Xiao, Wenwu Ou, Luo Si
Cascade Ranking for Operational E-commerce Search. KDD (2017)