Huifeng Guo
Huifeng Guo
Huawei, HIT
Verified email at huawei.com
Title
Cited by
Cited by
Year
Deepfm: A factorization-machine based neural network for CTR prediction
H Guo, R Tang, Y Ye, Z Li, X He
IJCAI (The most cited paper of IJCAI in the past 5 years), 1725-1731, 2017
9212017
Product-based neural networks for user response prediction over multi-field categorical data
Y Qu, B Fang, W Zhang, R Tang, M Niu, H Guo, Y Yu, X He
ACM Transactions on Information Systems (TOIS) 37 (1), 1-35, 2018
922018
Feature generation by convolutional neural network for click-through rate prediction
B Liu, R Tang, Y Chen, J Yu, H Guo, Y Zhang
The World Wide Web Conference, 1119-1129, 2019
572019
DSKmeans: a new kmeans-type approach to discriminative subspace clustering
X Huang, Y Ye, H Guo, Y Cai, H Zhang, Y Li
Knowledge-Based Systems 70, 293-300, 2014
542014
Deep reinforcement learning based recommendation with explicit user-item interactions modeling
F Liu, R Tang, X Li, W Zhang, Y Ye, H Chen, H Guo, Y Zhang
arXiv preprint arXiv:1810.12027, 2018
452018
Deepfm: An end-to-end wide & deep learning framework for CTR prediction
H Guo, R Tang, Y Ye, Z Li, X He, Z Dong
arXiv preprint arXiv:1804.04950, 2018
312018
Multi-graph convolution collaborative filtering
J Sun, Y Zhang, C Ma, M Coates, H Guo, R Tang, X He
2019 IEEE International Conference on Data Mining (ICDM), 1306-1311, 2019
252019
PAL: a position-bias aware learning framework for CTR prediction in live recommender systems
H Guo, J Yu, Q Liu, R Tang, Y Zhang
Proceedings of the 13th ACM Conference on Recommender Systems, 452-456, 2019
182019
Field-aware probabilistic embedding neural network for ctr prediction
W Liu, R Tang, J Li, J Yu, H Guo, X He, S Zhang
Proceedings of the 12th ACM Conference on Recommender Systems, 412-416, 2018
132018
AutoGroup: Automatic feature grouping for modelling explicit high-order feature interactions in CTR prediction
B Liu, N Xue, H Guo, R Tang, S Zafeiriou, X He, Z Li
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
122020
End-to-end deep reinforcement learning based recommendation with supervised embedding
F Liu, H Guo, X Li, R Tang, Y Ye, X He
Proceedings of the 13th International Conference on Web Search and Data …, 2020
122020
Neighbor interaction aware graph convolution networks for recommendation
J Sun, Y Zhang, W Guo, H Guo, R Tang, X He, C Ma, M Coates
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
92020
A framework for recommending accurate and diverse items using bayesian graph convolutional neural networks
J Sun, W Guo, D Zhang, Y Zhang, F Regol, Y Hu, H Guo, R Tang, H Yuan, ...
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
82020
State representation modeling for deep reinforcement learning based recommendation
F Liu, R Tang, X Li, W Zhang, Y Ye, H Chen, H Guo, Y Zhang, X He
Knowledge-Based Systems 205, 106170, 2020
62020
Order-aware embedding neural network for CTR prediction
W Guo, R Tang, H Guo, J Han, W Yang, Y Zhang
Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019
62019
Graphsail: Graph structure aware incremental learning for recommender systems
Y Xu, Y Zhang, W Guo, H Guo, R Tang, M Coates
Proceedings of the 29th ACM International Conference on Information …, 2020
52020
AutoHash: Learning Higher-order Feature Interactions for Deep CTR Prediction
N Xue, B Liu, H Guo, R Tang, F Zhou, SP Zafeiriou, Y Zhang, J Wang, Z Li
IEEE Transactions on Knowledge and Data Engineering, 2020
52020
A graph-based push service platform
H Guo, R Tang, Y Ye, Z Li, X He
International Conference on Database Systems for Advanced Applications, 636-648, 2017
52017
Dual-attentional factorization-machines based neural network for user response prediction
F Liu, W Guo, H Guo, R Tang, Y Ye, X He
Companion Proceedings of the Web Conference 2020, 26-27, 2020
42020
BLM-Rank: a Bayesian linear method for learning to rank and its GPU implementation
H Guo, D Chu, Y Ye, X Li, X Fan
IEICE TRANSACTIONS on Information and Systems 99 (4), 896-905, 2016
42016
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Articles 1–20