Publications

Journal and Conference papers

• Linear Causal Bandits: Unknown Graph and Soft Interventions
  Zirui Yan, Ali Tajer
  To be appear In Proceedings of Annual Conference on Neural Information Processing Systems (NeurIPS 2024)

• Improved Bound for Robust Causal Bandits with Linear Models
  Zirui Yan, Arpan Mukherjee, Burak Varıcı, Ali Tajer
  In Proceedings of IEEE International Symposium on Information Theory (ISIT), 2024

• Causal Bandits with General Causal Models and Interventions
  Zirui Yan, Dennis Wei, Dmitriy Katz-Rogozhnikov, Prasanna Sattigeri, Ali Tajer
  In Proceedings of International Conference on Artificial Intelligence and Statistics (AISTATS), 2024

• Robust Causal Bandits for Linear Models
  Zirui Yan, Arpan Mukherjee, Burak Varıcı, Ali Tajer
  IEEE Journal on Selected Areas in Information Theory (JSAIT), 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