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Fuyuan Lyu
Fuyuan Lyu
McGill University / Mila - Quebec AI Institute
Verified email at mail.mcgill.ca - Homepage
Title
Cited by
Cited by
Year
Optembed: Learning optimal embedding table for click-through rate prediction
F Lyu, X Tang, H Zhu, H Guo, Y Zhang, R Tang, X Liu
Proceedings of the 31st ACM International Conference on Information …, 2022
242022
Learnable encoder-decoder architecture for dynamic graph: A survey
Y Zhu, F Lyu, C Hu, X Chen, X Liu
arXiv preprint arXiv:2203.10480, 2022
24*2022
Memorize, factorize, or be naive: Learning optimal feature interaction methods for CTR prediction
F Lyu, X Tang, H Guo, R Tang, X He, R Zhang, X Liu
2022 IEEE 38th International Conference on Data Engineering (ICDE), 1450-1462, 2022
192022
Optimizing feature set for click-through rate prediction
F Lyu, X Tang, D Liu, L Chen, X He, X Liu
Proceeding of the ACM Web Conferences 2023, 3386-3395, 2023
142023
Result Diversification in Search and Recommendation: A Survey
H Wu, Y Zhang, C Ma, F Lyu, B He, B Mitra, X Liu
IEEE Transactions on Knowledge and Data Engineering, 2024
4*2024
Explicit Feature Interaction-aware Uplift Network for Online Marketing
L Dugang, T Xing, G Han, F Lyu, X He
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
42023
OptMSM: Optimizing Multi-Scenario Modeling for Click-Through Rate Prediction
X Tang, Y Qiao, Y Fu, F Lyu, D Liu, X He
Machine Learning and Knowledge Discovery in Databases: Applied Data Science …, 2023
22023
Feature representation learning for click-through rate prediction: A review and new perspectives
F Lyu, X Tang, D Liu, H Wu, C Ma, X He, X Liu
arXiv preprint arXiv:2302.02241, 2023
22023
Touch the Core: Exploring Task Dependence Among Hybrid Targets for Recommendation
X Tang, Y Qiao, F Lyu, D Liu, X He
arXiv preprint arXiv:2403.17442, 2024
2024
MultiFS: Automated Multi-Scenario Feature Selection in Deep Recommender Systems
D Liu, C Yang, X Tang, Y Wang, F Lyu, W Luo, X He, Z Ming, X Zhao
Proceedings of the 17th ACM International Conference on Web Search and Data …, 2024
2024
Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network
F Lyu, X Tang, D Liu, C Ma, W Luo, L Chen, XS Liu
Advances in Neural Information Processing Systems 36, 2024
2024
ICE-SEARCH: A Language Model-Driven Feature Selection Approach
TT Yang, TT Yang, F Lyu, S Liu, X Liu
arXiv preprint arXiv:2402.18609, 2024
2024
Towards Automated Negative Sampling in Implicit Recommendation
F Lyu, Y Hu, X Tang, Y Zhang, R Tang, X Liu
arXiv preprint arXiv:2311.03526, 2023
2023
Cross-filter compression for CNN inference acceleration
F Lyu, S Zhu, W Liu
arXiv preprint arXiv:2005.09034, 2020
2020
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