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Zhenan Fan
Zhenan Fan
Staff Researcher at Huawei Technologies Canada
Подтвержден адрес электронной почты в домене cs.ubc.ca - Главная страница
Название
Процитировано
Процитировано
Год
Improving fairness for data valuation in horizontal federated learning
Z Fan, H Fang, Z Zhou, J Pei, MP Friedlander, C Liu, Y Zhang
2022 IEEE 38th International Conference on Data Engineering (ICDE), 2440-2453, 2022
742022
Fair and efficient contribution valuation for vertical federated learning
Z Fan, H Fang, Z Zhou, J Pei, MP Friedlander, Y Zhang
arXiv preprint arXiv:2201.02658, 2022
442022
Greed meets sparsity: Understanding and improving greedy coordinate descent for sparse optimization
H Fang, Z Fan, Y Sun, M Friedlander
International Conference on Artificial Intelligence and Statistics, 434-444, 2020
192020
Achieving model fairness in vertical federated learning
C Liu, Z Fan, Z Zhou, Y Shi, J Pei, L Chu, Y Zhang
arXiv preprint arXiv:2109.08344, 2021
172021
Atomic Decomposition via Polar Alignment
Z Fan, H Jeong, Y Sun, MP Friedlander
Foundations and Trends in Optimization 3 (4), 280-366, 2020
142020
Smart initial basis selection for linear programs
Z Fan, X Wang, O Yakovenko, AA Sivas, O Ren, Y Zhang, Z Zhou
International Conference on Machine Learning, 9650-9664, 2023
102023
Artificial Intelligence for Operations Research: Revolutionizing the Operations Research Process
Z Fan, B Ghaddar, X Wang, L Xing, Y Zhang, Z Zhou
arXiv preprint arXiv:2401.03244, 2024
82024
Machine learning insides optverse ai solver: Design principles and applications
X Li, F Zhu, HL Zhen, W Luo, M Lu, Y Huang, Z Fan, Z Zhou, Y Kuang, ...
arXiv preprint arXiv:2401.05960, 2024
72024
Fast convergence of stochastic subgradient method under interpolation
H Fang, Z Fan, M Friedlander
International Conference on Learning Representations, 2020
62020
Bundle methods for dual atomic pursuit
Z Fan, Y Sun, MP Friedlander
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 264-270, 2019
62019
Knowledge-injected federated learning
Z Fan, Z Zhou, J Pei, MP Friedlander, J Hu, C Li, Y Zhang
arXiv preprint arXiv:2208.07530, 2022
42022
Polar deconvolution of mixed signals
Z Fan, H Jeong, B Joshi, MP Friedlander
IEEE Transactions on Signal Processing 70, 2713-2727, 2022
42022
A dual approach for federated learning
Z Fan, H Fang, MP Friedlander
arXiv preprint arXiv:2201.11183, 2022
42022
Learn2Aggregate: Supervised Generation of Chv\'atal-Gomory Cuts Using Graph Neural Networks
A Deza, EB Khalil, Z Fan, Z Zhou, Y Zhang
arXiv preprint arXiv:2409.06559, 2024
22024
SQL-Encoder: Improving NL2SQL In-Context Learning Through a Context-Aware Encoder
M Pourreza, D Rafiei, Y Feng, R Li, Z Fan, W Zhang
arXiv preprint arXiv:2403.16204, 2024
22024
Polar alignment and atomic decomposition
Z Fan, H Jeong, Y Sun, MP Friedlander
arXiv preprint arXiv:1912.05068, 2019
22019
Towards Human-aligned Evaluation for Linear Programming Word Problems
L Xing, X Wang, Y Feng, Z Fan, J Xiong, Z Guo, X Fu, R Ramamonjison, ...
Proceedings of the 2024 Joint International Conference on Computational …, 2024
12024
Safe-screening rules for atomic-norm regularization
Z Fan, H Fang, MP Friedlander
arXiv preprint arXiv:2107.11373, 2021
12021
DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning
R Li, Y Feng, Z Fan, G Carenini, W Zhang, M Pourreza, Y Zhang
Proceedings of the 31st International Conference on Computational …, 2025
2025
Efficiently serving large multimedia models using EPD Disaggregation
G Singh, X Wang, I Hu, T Yu, L Xing, W Jiang, Z Wang, X Bai, Y Li, ...
arXiv preprint arXiv:2501.05460, 2024
2024
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