Guorui Zhou
Guorui Zhou
Staff algorithm engineer, Alibaba-inc
Adresse e-mail validée de alibaba-inc.com
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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
5042018
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
2122018
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
472019
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
452018
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
312019
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
22*2017
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
112020
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
102019
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
62020
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
52020
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
12020
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
12019
Real Negatives Matter: Continuous Training with Real Negatives for Delayed Feedback Modeling
S Gu, XR Sheng, Y Fan, G Zhou, X Zhu
arXiv preprint arXiv:2104.14121, 2021
2021
One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction
XR Sheng, L Zhao, G Zhou, X Ding, Q Luo, S Yang, J Lv, C Zhang, X Zhu
arXiv preprint arXiv:2101.11427, 2021
2021
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
2020
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