Q-Map: clinical concept mining with phrase sense disambiguation. - Sheikh Shams Azam; Manoj Raju; Venkatesh Pagidimarri; Vamsichandra Kasivajjala (CoRR, 2018)

Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks. - Seyyedali Hosseinalipour; Sheikh Shams Azam; Christopher G. Brinton; Nicolò Michelusi; Vaneet Aggarwal; David J. Love; Huaiyu Dai (CoRR, 2020)

Towards Generalized and Distributed Privacy-Preserving Representation Learning. - Sheikh Shams Azam; Taejin Kim; Seyyedali Hosseinalipour; Christopher G. Brinton; Carlee Joe-Wong; Saurabh Bagchi (CoRR, 2020)

Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling. - Frank Po-Chen Lin; Seyyedali Hosseinalipour; Sheikh Shams Azam; Christopher G. Brinton; Nicolò Michelusi (GLOBECOM, 2021)

Two Timescale Hybrid Federated Learning with Cooperative D2D Local Model Aggregations. - Frank Po-Chen Lin; Seyyedali Hosseinalipour; Sheikh Shams Azam; Christopher G. Brinton; Nicolò Michelusi (CoRR, 2021)

Semi-Decentralized Federated Learning With Cooperative D2D Local Model Aggregations. - Frank Po-Chen Lin; Seyyedali Hosseinalipour; Sheikh Shams Azam; Christopher G. Brinton; Nicolò Michelusi (IEEE J. Sel. Areas Commun., 2021)

Can we Generalize and Distribute Private Representation Learning? - Sheikh Shams Azam; Taejin Kim; Seyyedali Hosseinalipour; Carlee Joe-Wong; Saurabh Bagchi; Christopher G. Brinton (AISTATS, 2022)

Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank? - Sheikh Shams Azam; Seyyedali Hosseinalipour; Qiang Qiu; Christopher G. Brinton (ICLR, 2022)

Multi-Stage Hybrid Federated Learning Over Large-Scale D2D-Enabled Fog Networks. - Seyyedali Hosseinalipour; Sheikh Shams Azam; Christopher G. Brinton; Nicolò Michelusi; Vaneet Aggarwal; David J. Love; Huaiyu Dai (IEEE/ACM Trans. Netw., 2022)

Importance of Smoothness Induced by Optimizers in Fl4Asr: Towards Understanding Federated Learning for End-To-End ASR. - Sheikh Shams Azam; Tatiana Likhomanenko; Martin Pelikan; Jan Honza Silovsky (ASRU, 2023)

Efficient Federated Domain Translation. - Zeyu Zhou; Sheikh Shams Azam; Christopher G. Brinton; David I. Inouye (ICLR, 2023)

Federated Learning with Differential Privacy for End-to-End Speech Recognition. - Martin Pelikan; Sheikh Shams Azam; Vitaly Feldman; Jan Honza Silovsky; Kunal Talwar; Tatiana Likhomanenko (CoRR, 2023)