2022

doi dblp
Uncovering Causal Effects of Online Short Videos on Consumer Behaviors
Ziqi Tan | Shengyu Zhang | Nuanxin Hong | Kun Kuang | Yifan Yu | Jin Yu | Zhou Zhao | Hongxia Yang | Shiyuan Pan | Jingren Zhou | Fei Wu
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp
Intra-session Context-aware Feed Recommendation in Live Systems
Luo Ji | Gao Liu | Mingyang Yin | Hongxia Yang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
STAM: A Spatiotemporal Aggregation Method for Graph Neural Network-based Recommendation
Zhen Yang | Ming Ding | Bin Xu | Hongxia Yang | Jie Tang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
Deep Unified Representation for Heterogeneous Recommendation
Chengqiang Lu | Mingyang Yin | Shuheng Shen | Luo Ji | Qi Liu | Hongxia Yang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
Sparse-Interest Network for Sequential Recommendation
Qiaoyu Tan | Jianwei Zhang | Jiangchao Yao | Ninghao Liu | Jingren Zhou | Hongxia Yang | Xia Hu
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp
Reinforcement Learning to Optimize Lifetime Value in Cold-Start Recommendation
Luo Ji | Qi Qin | Bingqing Han | Hongxia Yang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Deep Co-Attention Network for Multi-View Subspace Learning
Lecheng Zheng | Yu Cheng | Hongxia Yang | Nan Cao | Jingrui He
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation
Yongji Wu | Defu Lian | Neil Zhenqiang Gong | Lu Yin | Mingyang Yin | Jingren Zhou | Hongxia Yang
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
Controllable Gradient Item Retrieval
Haonan Wang | Chang Zhou | Carl Yang | Hongxia Yang | Jingrui He
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

doi dblp
BiANE: Bipartite Attributed Network Embedding
Wentao Huang | Yuchen Li | Yuan Fang | Ju Fan | Hongxia Yang
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

doi dblp
Bringing Order to Network Embedding: A Relative Ranking based Approach
Yaojing Wang | Guosheng Pan | Yuan Yao | Hanghang Tong | Hongxia Yang | Feng Xu | Jian Lu
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
Learning to Hash with Graph Neural Networks for Recommender Systems
Qiaoyu Tan | Ninghao Liu | Xing Zhao | Hongxia Yang | Jingren Zhou | Xia Hu
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

doi dblp
Task-Oriented Genetic Activation for Large-Scale Complex Heterogeneous Graph Embedding
Zhuoren Jiang | Zheng Gao | Jinjiong Lan | Hongxia Yang | Yao Lu | Xiaozhong Liu
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks
Yuting Ye | Xuwu Wang | Jiangchao Yao | Kunyang Jia | Jingren Zhou | Yanghua Xiao | Hongxia Yang
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

2018

doi dblp
PRRE: Personalized Relation Ranking Embedding for Attributed Networks
Sheng Zhou | Hongxia Yang | Xin Wang | Jiajun Bu | Martin Ester | Pinggang Yu | Jianwei Zhang | Can Wang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

doi dblp
Subgraph-augmented Path Embedding for Semantic User Search on Heterogeneous Social Network
Zemin Liu | Vincent W. Zheng | Zhou Zhao | Hongxia Yang | Kevin Chen-Chuan Chang | Minghui Wu | Jing Ying
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

doi dblp
Bayesian Heteroscedastic Matrix Factorization for Conversion Rate Prediction
Hongxia Yang
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017