Preprints
Anusha Lalitha, Xinghan Wang, Osman Kilinc, Yongxi Lu, Tara Javidi, Farinaz Koushanfar. Decentralized Bayesian Learning over Graphs. [arxiv] (2019)
Conferences and Journals
Xinghan Wang, Nasimeh Heydaribeni, Farinaz Koushanfar, Tara Javidi. Federated Certainty Equivalence Control for Linear Gaussian Systems with Unknown Decoupled Dynamics and Quadratic Common Cost. In Proceedings of 59th Annual Allerton Conference on Communication, Control, and Computing, September 2023. [pdf]
Xinghan Wang, Anusha Lalitha, Tara Javidi, Farinaz Koushanfar. Peer-to-Peer Variational Federated Learning over Arbitrary Graphs. In IEEE Journal on Selected Areas in Information Theory (JSAIT) (2022). [pdf]
Xinghan Wang*, Gregory Fields*, Tara Javidi. Online Contextual Shortest Path with Unknown Context Distributions. In Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, November 2021. [pdf]Â
Professional activities
Reviewer. IEEE Transactions on Information Theory
Reviewer. ISIT 2022
Reviewer. IEEE Transactions on Neural Networks and Learning Systems
Reviewer. IEEE Journal on Selected Areas in Communications (JSAC)