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Guorui Zhou
Guorui Zhou
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Title
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Year
Deep interest network for click-through rate prediction
G Zhou, X Zhu, C Song, Y Fan, H Zhu, X Ma, Y Yan, J Jin, H Li, K Gai
Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018
16542018
Deep Interest Evolution Network for Click-Through Rate Prediction
G Zhou, N Mou, Y Fan, Q Pi, W Bian, C Zhou, X Zhu, K Gai
AAAI 2019, 2018
9232018
Practice on Long Sequential User Behavior Modeling for Click-Through Rate Prediction
Q Pi, W Bian, G Zhou, X Zhu, K Gai
KDD 2019, 2019
2122019
Search-based User Interest Modeling with Lifelong Sequential Behavior Data for Click-Through Rate Prediction
P Qi, X Zhu, G Zhou, Y Zhang, Z Wang, L Ren, Y Fan, K Gai
CIKM 2020, 2020
1542020
One model to serve all: Star topology adaptive recommender for multi-domain ctr prediction
XR Sheng, L Zhao, G Zhou, X Ding, B Dai, Q Luo, S Yang, J Lv, C Zhang, ...
Proceedings of the 30th ACM International Conference on Information …, 2021
1222021
Rocket Launching: A Universal and Efficient Framework for Training Well-Performing Light Net
G Zhou, Y Fan, R Cui, W Bian, X Zhu, K Gai
AAAI 2018, 4580, 2018
1202018
Lifelong Sequential Modeling with Personalized Memorization for User Response Prediction
K Ren, J Qin, Y Fang, W Zhang, L Zheng, W Bian, G Zhou, J Xu, Y Yu, ...
SIGIR 2019, 2019
1142019
Xdl: an industrial deep learning framework for high-dimensional sparse data
B Jiang, C Deng, H Yi, Z Hu, G Zhou, Y Zheng, S Huang, X Guo, D Wang, ...
Proceedings of the 1st International Workshop on Deep Learning Practice for …, 2019
552019
CAN: feature co-action network for click-through rate prediction
W Bian, K Wu, L Ren, Q Pi, Y Zhang, C Xiao, XR Sheng, YN Zhu, Z Chan, ...
Proceedings of the fifteenth ACM international conference on web search and …, 2022
492022
Image Matters: Jointly Train Advertising CTR Model with Image Representation of Ad and User Behavior
T Ge, L Zhao, G Zhou, K Chen, S Liu, H Yi, Z Hu, B Liu, P Sun, H Liu, P Yi, ...
CIKM 2018, 2017
39*2017
Cold: Towards the next generation of pre-ranking system
Z Wang, L Zhao, B Jiang, G Zhou, X Zhu, K Gai
arXiv preprint arXiv:2007.16122, 2020
282020
Real negatives matter: Continuous training with real negatives for delayed feedback modeling
S Gu, XR Sheng, Y Fan, G Zhou, X Zhu
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
252021
A Deep Recurrent Survival Model for Unbiased Ranking
J Jin, Y Fang, W Zhang, K Ren, G Zhou, J Xu, Y Yu, J Wang, X Zhu, K Gai
SIGIR 2020, 2020
252020
CAN: revisiting feature co-action for click-through rate prediction
G Zhou, W Bian, K Wu, L Ren, Q Pi, Y Zhang, C Xiao, XR Sheng, N Mou, ...
arXiv preprint arXiv:2011.05625, 2020
222020
Dcaf: a dynamic computation allocation framework for online serving system
B Jiang, P Zhang, R Chen, X Luo, Y Yang, G Wang, G Zhou, X Zhu, K Gai
arXiv preprint arXiv:2006.09684, 2020
62020
Res-embedding for deep learning based click-through rate prediction modeling
G Zhou, K Wu, W Bian, X Zhu, K Gai
Proceedings of the 1st International Workshop on Deep Learning Practice for …, 2019
52019
An End-to-End Framework for Marketing Effectiveness Optimization under Budget Constraint
Z Yan, S Wang, G Zhou, J Lin, P Jiang
arXiv preprint arXiv:2302.04477, 2023
32023
Can: Feature co-action for click-through rate prediction
W Bian, K Wu, L Ren, Q Pi, Y Zhang, C Xiao, XR Sheng, YN Zhu, Z Chan, ...
arXiv preprint arXiv:2011.05625, 2020
32020
Multi-behavior self-supervised learning for recommendation
J Xu, C Wang, C Wu, Y Song, K Zheng, X Wang, C Wang, G Zhou, K Gai
Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023
22023
Instant representation learning for recommendation over large dynamic graphs
C Wu, C Wang, J Xu, Z Fang, T Gu, C Wang, Y Song, K Zheng, X Wang, ...
2023 IEEE 39th International Conference on Data Engineering (ICDE), 82-95, 2023
22023
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