Zhenan Fan

Open J. Math. Optim., 2024

Learn2Aggregate: Supervised Generation of Chvátal-Gomory Cuts Using Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2024

DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning.

[BibT_eX]

[DOI]

Mohammadreza Pourreza

Weiwei Zhang

CoRR, 2024

SQL-Encoder: Improving NL2SQL In-Context Learning Through a Context-Aware Encoder.

[BibT_eX]

[DOI]

Mohammadreza Pourreza

CoRR, 2024

Machine Learning Insides OptVerse AI Solver: Design Principles and Applications.

[BibT_eX]

[DOI]

CoRR, 2024

Artificial Intelligence for Operations Research: Revolutionizing the Operations Research Process.

[BibT_eX]

[DOI]

CoRR, 2024

Fair and Efficient Contribution Valuation for Vertical Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Towards Human-aligned Evaluation for Linear Programming Word Problems.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Smart Initial Basis Selection for Linear Programs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

2022

Polar Deconvolution of Mixed Signals.

[BibT_eX]

[DOI]

Halyun Jeong

Babhru Joshi

IEEE Trans. Signal Process., 2022

Knowledge-Injected Federated Learning.

[BibT_eX]

[DOI]

Zirui Zhou

Jian Pei

Jiajie Hu

Chengliang Li

CoRR, 2022

A dual approach for federated learning.

[BibT_eX]

[DOI]

CoRR, 2022

Fair and efficient contribution valuation for vertical federated learning.

[BibT_eX]

[DOI]

CoRR, 2022

Improving Fairness for Data Valuation in Horizontal Federated Learning.

[BibT_eX]

[DOI]

Changxin Liu

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

Improving Fairness for Data Valuation in Federated Learning.

[BibT_eX]

[DOI]

Changxin Liu

CoRR, 2021

Fast convergence of stochastic subgradient method under interpolation.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Atomic Decomposition via Polar Alignment: The Geometry of Structured Optimization.

[BibT_eX]

[DOI]

Halyun Jeong

Found. Trends Optim., 2020

Greed Meets Sparsity: Understanding and Improving Greedy Coordinate Descent for Sparse Optimization.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Polar Alignment and Atomic Decomposition.

[BibT_eX]

[DOI]

Halyun Jeong

CoRR, 2019

Bundle methods for dual atomic pursuit.

[BibT_eX]

[DOI]