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Employment (1)

McGill University: Montreal, QC, CA

2019-09-01 to present | Research Assistant (School of Computer Science)
Employment
Source: Self-asserted source
Fuyuan Lyu

Education and qualifications (1)

McGill University: Montreal, QC, CA

2019-09-01 to present | Ph.D. of Computer Science (School of Computer Science)
Education
Source: Self-asserted source
Fuyuan Lyu

Works (14)

Fusion Matters: Learning Fusion in Deep Click-through Rate Prediction Models

2025-03-10 | Conference paper
DOI: 10.1145/3701551.3703557
Contributors: Kexin Zhang; Fuyuan Lyu; Xing Tang; Dugang Liu; Chen Ma; Kaize Ding; Xiuqiang He; Xue Liu
Source: check_circle
Crossref

Result Diversification in Search and Recommendation: A Survey

IEEE Transactions on Knowledge and Data Engineering
2024 | Journal article
DOI: 10.1109/TKDE.2024.3382262
Contributors: Haolun Wu; Yansen Zhang; Chen Ma; Fuyuan Lyu; Bowei He; Bhaskar Mitra; Xue Liu
Source: check_circle
Crossref

OptDist: Learning Optimal Distribution for Customer Lifetime Value Prediction

2024-10-21 | Conference paper
DOI: 10.1145/3627673.3679712
Contributors: Yunpeng Weng; Xing Tang; Zhenhao Xu; Fuyuan Lyu; Dugang Liu; Zexu Sun; Xiuqiang He
Source: check_circle
Crossref

Touch the Core: Exploring Task Dependence Among Hybrid Targets for Recommendation

2024-10-08 | Conference paper
DOI: 10.1145/3640457.3688101
Contributors: Xing Tang; Yang Qiao; Fuyuan Lyu; Dugang Liu; Xiuqiang He
Source: check_circle
Crossref

MultiFS: Automated Multi-Scenario Feature Selection in Deep Recommender Systems

2024-03-04 | Conference paper
DOI: 10.1145/3616855.3635859
Contributors: Dugang Liu; Chaohua Yang; Xing Tang; Yejing Wang; Fuyuan Lyu; Weihong Luo; Xiuqiang He; Zhong Ming; Xiangyu Zhao
Source: check_circle
Crossref

Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network

Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023
2023 | Conference paper
URI:

http://papers.nips.cc/paper\_files/paper/2023/hash/9ab8da29b1eb3bec912a06e0879065cd-Abstract-Conference.html
Contributors: Fuyuan Lyu and Xing Tang and Dugang Liu and Chen Ma and Weihong Luo and Liang Chen and Xiuqiang He and Xue (Steve) Liu; Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine
Source: Self-asserted source
Fuyuan Lyu

Explicit Feature Interaction-aware Uplift Network for Online Marketing

2023-08-06 | Conference paper
DOI: 10.1145/3580305.3599820
Contributors: Dugang Liu; Xing Tang; Han Gao; Fuyuan Lyu; Xiuqiang He
Source: check_circle
Crossref

Optimizing Feature Set for Click-Through Rate Prediction

2023-04-30 | Conference paper
DOI: 10.1145/3543507.3583545
Contributors: Fuyuan Lyu; Xing Tang; Dugang Liu; Liang Chen; Xiuqiang He; Xue Liu
Source: check_circle
Crossref

A Survey of Diversification Metrics and Approaches in Retrieval Systems: From the Perspective of Search and Recommendation

arXiv preprint arXiv:2212.14464
2022 | Journal article
Contributors: Wu, Haolun; Zhang, Yansen; Ma, Chen; Lyu, Fuyuan; Diaz, Fern; o; Liu, Xue
Source: Self-asserted source
Fuyuan Lyu

A Survey of Diversification Techniques in Search and Recommendation

arXiv e-prints
2022 | Journal article
Contributors: Wu, Haolun; Zhang, Yansen; Ma, Chen; Lyu, Fuyuan; Diaz, Fern; o; Liu, Xue
Source: Self-asserted source
Fuyuan Lyu

Learnable Encoder-Decoder Architecture for Dynamic Graph: A Survey

arXiv preprint arXiv:2203.10480
2022 | Journal article
Contributors: Zhu, Yuecai; Lyu, Fuyuan; Hu, Chengming; Chen, Xi; Liu, Xue
Source: Self-asserted source
Fuyuan Lyu

OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction

Proceedings of the 31st ACM International Conference on Information & Knowledge Management
2022-10-17 | Conference paper
DOI: 10.1145/3511808.3557411
Contributors: Fuyuan Lyu; Xing Tang; Hong Zhu; Huifeng Guo; Yingxue Zhang; Ruiming Tang; Xue Liu
Source: Self-asserted source
Fuyuan Lyu

Memorize, Factorize, or be Na$\backslash$" ive: Learning Optimal Feature Interaction Methods for CTR Prediction

arXiv preprint arXiv:2108.01265
2021 | Journal article
Contributors: Lyu, Fuyuan; Tang, Xing; Guo, Huifeng; Tang, Ruiming; He, Xiuqiang; Zhang, Rui; Liu, Xue
Source: Self-asserted source
Fuyuan Lyu

Cross-filter compression for CNN inference acceleration

arXiv preprint arXiv:2005.09034
2020 | Journal article
Contributors: Lyu, Fuyuan; Zhu, Shien; Liu, Weichen
Source: Self-asserted source
Fuyuan Lyu
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