Ashkan Yousefpour

According to our database, Ashkan Yousefpour authored at least 19 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Aligning Large Language Models by On-Policy Self-Judgment.

Sangkyu Lee, Sungdong Kim, Ashkan Yousefpour, Minjoon Seo, Kang Min Yoo, Youngjae Yu

CoRR, 2024

2023

Reconciling Security and Communication Efficiency in Federated Learning.

Karthik Prasad, Sayan Ghosh, Graham Cormode, Ilya Mironov, Ashkan Yousefpour, Pierre Stock

IEEE Data Eng. Bull., 2023

Green Federated Learning.

Ashkan Yousefpour, Shen Guo, Ashish Shenoy, Sayan Ghosh, Pierre Stock, Kiwan Maeng, Schalk-Willem Krüger, Michael G. Rabbat, Carole-Jean Wu, Ilya Mironov

CoRR, 2023

2022

PAPAYA: Practical, Private, and Scalable Federated Learning.

Dzmitry Huba, John Nguyen, Kshitiz Malik, Ruiyu Zhu, Mike Rabbat, Ashkan Yousefpour, Carole-Jean Wu, Hongyuan Zhan, Pavel Ustinov, Harish Srinivas, Kaikai Wang, Anthony Shoumikhin, Jesik Min, Mani Malek

Proceedings of Machine Learning and Systems 2022, 2022

Federated Learning with Buffered Asynchronous Aggregation.

John Nguyen, Kshitiz Malik, Hongyuan Zhan, Ashkan Yousefpour, Mike Rabbat, Mani Malek, Dzmitry Huba

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Opacus: User-Friendly Differential Privacy Library in PyTorch.

Ashkan Yousefpour, Igor Shilov, Alexandre Sablayrolles, Davide Testuggine, Karthik Prasad, Mani Malek, John Nguyen, Sayan Ghosh, Akash Bharadwaj, Jessica Zhao, Graham Cormode, Ilya Mironov

CoRR, 2021

2020

Failout: Achieving Failure-Resilient Inference in Distributed Neural Networks.

Ashkan Yousefpour, Brian Q. Nguyen, Siddartha Devic, Guanhua Wang, Aboudy Kreidieh, Hans Lobel, Alexandre M. Bayen, Jason P. Jue

CoRR, 2020

2019

All one needs to know about fog computing and related edge computing paradigms: A complete survey.

Ashkan Yousefpour, Caleb Fung, Tam Nguyen, Krishna Kadiyala, Fatemeh Jalali, Amirreza Niakanlahiji, Jian Kong, Jason P. Jue

J. Syst. Archit., 2019

FOGPLAN: A Lightweight QoS-Aware Dynamic Fog Service Provisioning Framework.

Ashkan Yousefpour, Ashish Patil, Genya Ishigaki, Inwoong Kim, Xi Wang, Hakki C. Cankaya, Qiong Zhang, Weisheng Xie, Jason P. Jue

IEEE Internet Things J., 2019

Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud.

Ashkan Yousefpour, Siddartha Devic, Brian Q. Nguyen, Aboudy Kreidieh, Alan Liao, Alexandre M. Bayen, Jason P. Jue

CoRR, 2019

2018

Finding Survivable Routes in Multi-Domain Optical Networks With Geographically Correlated Failures.

Riti Gour, Jian Kong, Genya Ishigaki, Ashkan Yousefpour, Sangjin Hong, Jason P. Jue

JOCN, 2018

On Reducing IoT Service Delay via Fog Offloading.

Ashkan Yousefpour, Genya Ishigaki, Riti Gour, Jason P. Jue

IEEE Internet Things J., 2018

QoS-aware Dynamic Fog Service Provisioning.

Ashkan Yousefpour, Ashish Patil, Genya Ishigaki, Inwoong Kim, Xi Wang, Hakki C. Cankaya, Qiong Zhang, Weisheng Xie, Jason P. Jue

CoRR, 2018

2017

Instant Accident Reporting and Crowdsensed Road Condition Analytics for Smart Cities.

Ashkan Yousefpour, Caleb Fung, Tam Nguyen, David Hong, Daniel Zhang

CoRR, 2017

Cluster Leader Election Problem for Distributed Controller Placement in SDN.

Genya Ishigaki, Riti Gour, Ashkan Yousefpour, Norihiko Shinomiya, Jason P. Jue

Proceedings of the 2017 IEEE Global Communications Conference, 2017

Survivable Routing in Multi-Domain Optical Networks with Geographically Correlated Failures.

Riti Gour, Jian Kong, Genya Ishigaki, Ashkan Yousefpour, Sangjin Hong, Jason P. Jue

Proceedings of the 2017 IEEE Global Communications Conference, 2017

Fog Computing: Towards Minimizing Delay in the Internet of Things.

Ashkan Yousefpour, Genya Ishigaki, Jason P. Jue

Proceedings of the IEEE International Conference on Edge Computing, 2017

2016

Multi-Path Fragmentation-Aware Advance Reservation Provisioning in Elastic Optical Networks.

Ruijie Zhu, Jason P. Jue, Ashkan Yousefpour, Yongli Zhao, Hui Yang, Jie Zhang, Xiaosong Yu, Nannan Wang

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

A Privacy Scheme for Monitoring Devices in the Internet of Things.

Zygmunt J. Haas, Ashkan Yousefpour

Proceedings of the Pervasive Computing Paradigms for Mental Health, 2015