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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
8342018
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
4052018
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
942019
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
752018
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
552019
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
392020
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
32*2017
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
232019
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
162021
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
122020
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
112020
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
82020
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
62019
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
52021
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
12022
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
3rd International Workshop on Deep Learning Practice for High-Dimensional Sparse Data with KDD 2021
X Zhu, K Lee, G Zhou, B Jiang, Z Wang, R Tang, K Ren, Q Ai, W Zhang
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
2021
Practice on Pruning CTR Models for Real-world Systems
R Chen, Y Zheng, G Zhou, X Luo, J Zhuo, X Qiao, Y Xu, X Zhu
2021
What Do We Need for Industrial Machine Learning Systems? Bernoulli, A Streaming System with Structured Designs
Q Luo, XR Sheng, J Jiang, C Ma, S Wang, H He, P Yi, G Zhang, Y Song, ...
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Articles 1–19