Prati
Fuyuan Lyu
Fuyuan Lyu
McGill University / Mila - Quebec AI Institute
Potvrđena adresa e-pošte na mail.mcgill.ca - Početna stranica
Naslov
Citirano
Citirano
Godina
Encoder-Decoder Architecture for Supervised Dynamic Graph Learning: A Survey
Y Zhu, F Lyu, C Hu, X Chen, X Liu
arXiv preprint arXiv:2203.10480, 2022
42*2022
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
372022
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
262023
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
232022
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
20*2024
Toward a Better Understanding of Fourier Neural Operators: Analysis and Improvement from a Spectral Perspective
S Qin*, F Lyu*, W Peng, D Geng, J Wang, N Gao, X Liu, LL Wang
arXiv preprint arXiv:2404.07200, 2024
142024
Explicit Feature Interaction-aware Uplift Network for Online Marketing
D Liu, T Xing, H Gao, F Lyu, X He
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
142023
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
72024
Reviseval: Improving llm-as-a-judge via response-adapted references
Q Zhang, Y Wang, T Yu, Y Jiang, C Wu, L Li, Y Wang, X Jiang, L Shang, ...
arXiv preprint arXiv:2410.05193, 2024
52024
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
42023
Collaborative Performance Prediction for Large Language Models
Q Zhang, F Lyu, X Liu, C Ma
Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024
32024
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
32023
Comprehending Knowledge Graphs with Large Language Models for Recommender Systems
Z Cui, Y Weng, X Tang, F Lyu, D Liu, X He, C Ma
arXiv preprint arXiv:2410.12229, 2024
22024
Towards hybrid-grained feature interaction selection for deep sparse network
F Lyu, X Tang, D Liu, C Ma, W Luo, L Chen, X He, XS Liu
Advances in Neural Information Processing Systems 36, 2024
22024
OptDist: Learning Optimal Distribution for Customer Lifetime Value Prediction
Y Weng, X Tang, Z Xu, F Lyu, D Liu, Z Sun, X He
Proceedings of the 33rd ACM International Conference on Information and …, 2024
12024
Touch the Core: Exploring Task Dependence Among Hybrid Targets for Recommendation
X Tang*, Y Qiao*, F Lyu*, D Liu, X He
Proceedings of the 18th ACM Conference on Recommender Systems, 329-339, 2024
12024
Mixed-Precision Embeddings for Large-Scale Recommendation Models
S Li, Z Hu, X Tang, H Wang, S Xu, W Luo, Y Li, X He, R Li
arXiv preprint arXiv:2409.20305, 2024
12024
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
12024
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
12023
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge
Q Zhang, Y Wang, Y Jiang, L Li, C Wu, Y Wang, X Jiang, L Shang, R Tang, ...
arXiv preprint arXiv:2502.12501, 2025
2025
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