Publications

Journal and Conference papers

• Nonlinear Causal Bandits: General Causal Models and Interventions
  Zirui Yan, Ali Tajer, Dennis Wei, Dmitriy Katz-Rogozhnikov, Prasanna Sattigeri
  To be appear on International Conference on Artificial Intelligence and Statistics (AISTATS), 2024

• Optimizing Parameter Mixing under Constrained Communications in Parallel Federated Learning
  Xuezheng Liu* , Zirui Yan* , Yipeng Zhou , Di Wu , Xu Chen , Jessie Hui Wang (* equal contributor)
  IEEE/ACM Trans. on Networking (TON), 2023

• Federated Multi-armed Bandit via Uncoordinated Exploration
  Zirui Yan, Quan Xiao, Tianyi Chen, Ali Tajer
  In Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)， 2022

• Image denoising via K-SVD with primal-dual active set algorithm
  Quan Xiao, Canhong Wen, Zirui Yan
  In Proceedings of IEEE Winter Conference on Applications of Computer Vision (WACV)， 2020

Preprints

• Robust Causal Bandits for Linear Models
  Zirui Yan, Arpan Mukherjee, Burak Varıcı, Ali Tajer