Junwei Pan
Junwei Pan
Tencent, Yahoo Research
Verified email at - Homepage
Cited by
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Field-weighted Factorization Machines for Click-through Rate Prediction in Display Advertising
J Pan, J Xu, AL Ruiz, W Zhao, S Pan, Y Sun, Q Lu
Proceedings of the 2018 World Wide Web Conference, 1349-1357, 2018
DeepLight: Deep Lightweight Feature Interactions for Accelerating CTR Predictions in Ad Serving
GL Wei Deng*, Junwei Pan*, Tian Zhou, Deguang Kong, Aaron Flores
WSDM, 2021
FM^2: Field-matrixed Factorization Machines for CTR Prediction
AF Yang Sun, Junwei Pan, Alex Zhang
The Web Conference, 2021
A practical framework of conversion rate prediction for online display advertising
Q Lu, S Pan, L Wang, J Pan, F Wan, H Yang
Proceedings of the ADKDD'17, 1-9, 2017
Predicting different types of conversions with multi-task learning in online advertising
J Pan, Y Mao, AL Ruiz, Y Sun, A Flores
Proceedings of the 25th acm sigkdd international conference on knowledge …, 2019
Cross-task knowledge distillation in multi-task recommendation
C Yang, J Pan, X Gao, T Jiang, D Liu, G Chen
Proceedings of the AAAI conference on artificial intelligence 36 (4), 4318-4326, 2022
A unified solution to constrained bidding in online display advertising
Y He, X Chen, D Wu, J Pan, Q Tan, C Yu, J Xu, X Zhu
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
An efficient deep distribution network for bid shading in first-price auctions
T Zhou, H He, S Pan, N Karlsson, B Shetty, B Kitts, D Gligorijevic, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
Adatask: A task-aware adaptive learning rate approach to multi-task learning
E Yang, J Pan, X Wang, H Yu, L Shen, X Chen, L Xiao, J Jiang, G Guo
Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 10745 …, 2023
Optimizing Multiple Performance Metrics with Deep GSP Auctions for E-commerce Advertising
Z Zhang, X Liu, Z Zheng, C Zhang, M Xu, J Pan, C Yu, F Wu, J Xu, K Gai
arXiv preprint arXiv:2012.02930, 2021
Bid Shading in The Brave New World of First-Price Auctions
D Gligorijevic, T Zhou, B Shetty, B Kitts, S Pan, J Pan, A Flores
Trading hard negatives and true negatives: A debiased contrastive collaborative filtering approach
C Yang, Q Wu, J Jin, X Gao, J Pan, G Chen
arXiv preprint arXiv:2204.11752, 2022
Bid Shading by Win-Rate Estimation and Surplus Maximization
S Pan, B Kitts, T Zhou, H He, B Shetty, A Flores, D Gligorijevic, J Pan, ...
Proceedings of the ADKDD'20, 2020
Online user space exploration for recommendation
L Wang, S Pan, K Lee, Q Lu, PAN Junwei
US Patent 10,467,313, 2019
ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning
J Jiang, B Chen, J Pan, X Wang, D Liu, J Jiang, M Long
Advances in Neural Information Processing Systems 36, 2024
Follow the prophet: Accurate online conversion rate prediction in the face of delayed feedback
H Li, F Pan, X Ao, Z Yang, M Lu, J Pan, D Liu, L Xiao, Q He
Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021
A batched multi-armed bandit approach to news headline testing
Y Mao, M Chen, A Wagle, J Pan, M Natkovich, D Matheson
2018 IEEE International Conference on Big Data (Big Data), 1966-1973, 2018
Temporal Interest Network for User Response Prediction
H Zhou, J Pan, X Zhou, X Chen, J Jiang, X Gao, G Chen
Companion Proceedings of the ACM on Web Conference 2024, 413-422, 2024
STEM: Unleashing the Power of Embeddings for Multi-task Recommendation
L Su, J Pan, X Wang, X Xiao, S Quan, X Chen, J Jiang
Proceedings of the AAAI Conference on Artificial Intelligence 38 (8), 9002-9010, 2024
Autoattention: automatic field pair selection for attention in user behavior modeling
Z Zheng, X Gao, J Pan, Q Luo, G Chen, D Liu, J Jiang
2022 IEEE International Conference on Data Mining (ICDM), 803-812, 2022
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