publications

2026

1. Optimal Arm Elimination Algorithms for Combinatorial Bandits

   Yuxiao Wen ,  Yanjun Han ,  and  Zhengyuan Zhou

   Conference on Artificial Intelligence and Statistics (AISTATS), 2026
2. Semi-Parametric Contextual Pricing with General Smoothness

   Yuxuan Han ,  Xiaocong Xu ,  Yuxiao Wen ,  Yanjun Han ,  Ilan Lobel , and 1 more author

   In The Fourteenth International Conference on Learning Representations (ICLR) , 2026

2025

1. Adversarial Combinatorial Semi-bandits with Graph Feedback

   Yuxiao Wen

   International Conference on Machine Learning (ICML), 2025
2. Calibrated Recommendations with Contextual Bandits

   Diego Feijer ,  Himan Abdollahpouri ,  Sanket Gupta ,  Alexander Clare ,  Yuxiao Wen , and 5 more authors

   2025 ACM RecSys - CONSEQUENCES workshop, 2025
3. Joint Value Estimation and Bidding in Repeated First-Price Auctions

   Yuxiao Wen ,  Yanjun Han ,  and  Zhengyuan Zhou

   2025

   POMS-HK 2026 Best Student Paper Finalist
4. How DNNs break the Curse of Dimensionality: Compositionality and Symmetry Learning

   Arthur Jacot ,  Seok Hoan Choi ,  and  Yuxiao Wen

   International Conference on Learning Representations (ICLR), 2025

2024

1. Stochastic contextual bandits with graph feedback: from independence number to MAS number

   Yuxiao Wen ,  Yanjun Han ,  and  Zhengyuan Zhou

   Neural Information Processing Systems (NeurIPS), 2024
2. Which Frequencies do CNNs Need? Emergent Bottleneck Structure in Feature Learning

   Yuxiao Wen ,  and  Arthur Jacot

   International Conference on Machine Learning (ICML), 2024
3. Coupling parameter and particle dynamics for adaptive sampling in Neural Galerkin schemes

   Yuxiao Wen ,  Eric Vanden-Eijnden ,  and  Benjamin Peherstorfer

   Physica D, 2024

2023

1. Active operator inference for learning low-dimensional dynamical-system models from noisy data

   Wayne Isaac Tan Uy ,  Yuepeng Wang ,  Yuxiao Wen ,  and  Benjamin Peherstorfer

   SIAM Journal on Scientific Computing, 2023