Huifeng Guo


2017

doi dblp
Holistic Neural Network for CTR Prediction
Huifeng Guo | Ruiming Tang | Yunming Ye | Xiuqiang He
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2019

doi dblp
Feature Generation by Convolutional Neural Network for Click-Through Rate Prediction
Bin Liu | Ruiming Tang | Yingzhi Chen | Jinkai Yu | Huifeng Guo | Yuzhou Zhang
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

doi dblp
Order-aware Embedding Neural Network for CTR Prediction
Wei Guo | Ruiming Tang | Huifeng Guo | Jianhua Han | Wen Yang | Yuzhou Zhang
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

doi dblp
Product-Based Neural Networks for User Response Prediction over Multi-Field Categorical Data
Yanru Qu | Bohui Fang | Weinan Zhang | Ruiming Tang | Minzhe Niu | Huifeng Guo | Yong Yu | Xiuqiang He
2019 Volume 37 Issue 1

2020

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Dual-attentional Factorization-Machines based Neural Network for User Response Prediction
Feng Liu | Wei Guo | Huifeng Guo | Ruiming Tang | Yunming Ye | Xiuqiang He
Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

doi dblp
End-to-End Deep Reinforcement Learning based Recommendation with Supervised Embedding
Feng Liu | Huifeng Guo | Xutao Li | Ruiming Tang | Yunming Ye | Xiuqiang He
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

doi dblp
AutoGroup: Automatic Feature Grouping for Modelling Explicit High-Order Feature Interactions in CTR Prediction
Bin Liu | Niannan Xue | Huifeng Guo | Ruiming Tang | Stefanos Zafeiriou | Xiuqiang He | Zhenguo Li
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
Neighbor Interaction Aware Graph Convolution Networks for Recommendation
Jianing Sun | Yingxue Zhang | Wei Guo | Huifeng Guo | Ruiming Tang | Xiuqiang He | Chen Ma | Mark Coates
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
Multi-Branch Convolutional Network for Context-Aware Recommendation
Wei Guo | Can Zhang | Huifeng Guo | Ruiming Tang | Xiuqiang He
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
GraphSAIL: Graph Structure Aware Incremental Learning for Recommender Systems
Yishi Xu | Yingxue Zhang | Wei Guo | Huifeng Guo | Ruiming Tang | Mark Coates
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2021

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ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models with Huge Embedding Table
Huifeng Guo | Wei Guo | Yong Gao | Ruiming Tang | Xiuqiang He | Wenzhi Liu
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021