Image denoising via K-SVD with primal-dual active set algorithm. - Quan Xiao; Canhong Wen; Zirui Yan (WACV, 2020)

Federated Multi-Armed Bandit Via Uncoordinated Exploration. - Zirui Yan; Quan Xiao; Tianyi Chen; Ali Tajer (ICASSP, 2022)

Optimizing Parameter Mixing Under Constrained Communications in Parallel Federated Learning. - Xuezheng Liu; Zirui Yan; Yipeng Zhou; Di Wu 001; Xu Chen 004; Jessie Hui Wang (IEEE/ACM Trans. Netw., 2023)

Causal Bandits with General Causal Models and Interventions. - Zirui Yan; Dennis Wei; Dmitriy A. Katz; Prasanna Sattigeri; Ali Tajer (AISTATS, 2024)

Improved Bound for Robust Causal Bandits with Linear Models. - Zirui Yan; Arpan Mukherjee; Burak Varici; Ali Tajer (ISIT, 2024)

Linear Causal Bandits: Unknown Graph and Soft Interventions. - Zirui Yan; Ali Tajer (NeurIPS, 2024)

Robust Causal Bandits for Linear Models. - Zirui Yan; Arpan Mukherjee; Burak Varici; Ali Tajer (IEEE J. Sel. Areas Inf. Theory, 2024)