2022

doi dblp
User-Aware Multi-Interest Learning for Candidate Matching in Recommenders
Zheng Chai | Zhihong Chen | Chenliang Li | Rong Xiao | Houyi Li | Jiawei Wu | Jingxu Chen | Haihong Tang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
Co-training Disentangled Domain Adaptation Network for Leveraging Popularity Bias in Recommenders
Zhihong Chen | Jiawei Wu | Chenliang Li | Jingxu Chen | Rong Xiao | Binqiang Zhao
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2021

doi dblp
Heterogeneous Graph Augmented Multi-Scenario Sharing Recommendation with Tree-Guided Expert Networks
Xichuan Niu | Bofang Li | Chenliang Li | Jun Tan | Rong Xiao | Hongbo Deng
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp
Path-based Deep Network for Candidate Item Matching in Recommenders
Houyi Li | Zhihong Chen | Chenliang Li | Rong Xiao | Hongbo Deng | Peng Zhang | Yongchao Liu | Haihong Tang
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
Learning a Product Relevance Model from Click-Through Data in E-Commerce
Shaowei Yao | Jiwei Tan | Xi Chen | Keping Yang | Rong Xiao | Hongbo Deng | Xiaojun Wan
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

doi dblp
ESAM: Discriminative Domain Adaptation with Non-Displayed Items to Improve Long-Tail Performance
Zhihong Chen | Rong Xiao | Chenliang Li | Gangfeng Ye | Haochuan Sun | Hongbo Deng
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
CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network
Cheng Zhao | Chenliang Li | Rong Xiao | Hongbo Deng | Aixin Sun
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
Category-aware Graph Neural Networks for Improving E-commerce Review Helpfulness Prediction
Xiaoru Qu | Zhao Li | Jialin Wang | Zhipeng Zhang | Pengcheng Zou | Junxiao Jiang | Jiaming Huang | Rong Xiao | Ji Zhang | Jun Gao
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
Gated Heterogeneous Graph Representation Learning for Shop Search in E-commerce
Xichuan Niu | Bofang Li | Chenliang Li | Rong Xiao | Haochuan Sun | Honggang Wang | Hongbo Deng | Zhenzhong Chen
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

doi dblp
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
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019