Publications

Selected Publications

Below is a list of selected publications. For a complete list, please visit my Google Scholar profile.

2025

Fair Submodular Cover
Wenjing Chen, Shuo Xing, Samson Zhou, Victoria G. Crawford
International Conference on Learning Representations (ICLR), 2025
[arXiv]

Linear Submodular Maximization with Bandit Feedback
Wenjing Chen, Victoria G. Crawford
International Conference on Artificial Intelligence and Statistics (AISTATS), 2025
[arXiv]

Adaptive Threshold Sampling for Pure Exploration in Submodular Bandits
Wenjing Chen, Shuo Xing, Victoria G. Crawford
Conference on Uncertainty in Artificial Intelligence (UAI), 2025
[Paper] [PDF]

2023

Bicriteria Approximation Algorithms for the Submodular Cover Problem
Wenjing Chen, Victoria G. Crawford
Neural Information Processing Systems (NeurIPS), 2023
[arXiv]

2022

A New Approach to Compute Information Theoretic Outer Bounds and Its Application to Regenerating Codes
Wenjing Chen, Chao Tian
IEEE International Symposium on Information Theory (ISIT), 2022
[IEEE Xplore]

On Top-k Selection from m-wise Partial Rankings via Borda Counting
Wenjing Chen, Ruida Zhou, Chao Tian, Cong Shen
IEEE Transactions on Signal Processing, Vol. 70, pp. 2031–2045, 2022
[arXiv]

Offline Stochastic Shortest Path: Learning, Evaluation and Towards Optimality
Ming Yin*, Wenjing Chen*, Mengdi Wang, Yu-Xiang Wang
Conference on Uncertainty in Artificial Intelligence (UAI), 2022
*Equal contribution
[Paper] [arXiv]