Ashkan Yousefpour

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 26

Top Topics

Computing Paradigms

Optical Networks

Top Venues

IEEE Internet Things J.

Publications

Jiwan Chung, Sungjae Lee, Minseo Kim, Seungju Han, Ashkan Yousefpour, Jack Hessel, Youngjae Yu
Selective Vision is the Challenge for Visual Reasoning: A Benchmark for Visual Argument Understanding. CoRR (2024)
Sangkyu Lee, Sungdong Kim, Ashkan Yousefpour, Minjoon Seo, Kang Min Yoo, Youngjae Yu
Aligning Large Language Models by On-Policy Self-Judgment. ACL (1) (2024)
Sangkyu Lee, Sungdong Kim, Ashkan Yousefpour, Minjoon Seo, Kang Min Yoo, Youngjae Yu
Aligning Large Language Models by On-Policy Self-Judgment. CoRR (2024)
Ashkan Yousefpour, Shen Guo, Ashish Shenoy, Sayan Ghosh, Pierre Stock, Kiwan Maeng, Schalk-Willem Krüger, Michael Rabbat, Carole-Jean Wu, Ilya Mironov
Green Federated Learning. CoRR (2023)
Karthik Prasad, Sayan Ghosh, Graham Cormode, Ilya Mironov, Ashkan Yousefpour, Pierre Stock
Reconciling Security and Communication Efficiency in Federated Learning. IEEE Data Eng. Bull. 46 (1) (2023)
John Nguyen, Kshitiz Malik, Hongyuan Zhan, Ashkan Yousefpour, Mike Rabbat, Mani Malek, Dzmitry Huba
Federated Learning with Buffered Asynchronous Aggregation. AISTATS (2022)
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
PAPAYA: Practical, Private, and Scalable Federated Learning. MLSys (2022)
Karthik Prasad, Sayan Ghosh, Graham Cormode, Ilya Mironov, Ashkan Yousefpour, Pierre Stock
Reconciling Security and Communication Efficiency in Federated Learning. CoRR (2022)
Ashkan Yousefpour, Igor Shilov, Alexandre Sablayrolles, Davide Testuggine, Karthik Prasad, Mani Malek, John Nguyen, Sayan Gosh, Akash Bharadwaj, Jessica Zhao, Graham Cormode, Ilya Mironov
Opacus: User-Friendly Differential Privacy Library in PyTorch. CoRR (2021)
John Nguyen, Kshitiz Malik, Hongyuan Zhan, Ashkan Yousefpour, Michael Rabbat, Mani Malek Esmaeili, Dzmitry Huba
Federated Learning with Buffered Asynchronous Aggregation. CoRR (2021)
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
Papaya: Practical, Private, and Scalable Federated Learning. CoRR (2021)
Ashkan Yousefpour, Brian Q. Nguyen, Siddartha Devic, Guanhua Wang, Aboudy Kreidieh, Hans Lobel, Alexandre M. Bayen, Jason P. Jue
Failout: Achieving Failure-Resilient Inference in Distributed Neural Networks. CoRR (2020)
Ashkan Yousefpour, Siddartha Devic, Brian Q. Nguyen, Aboudy Kreidieh, Alan Liao, Alexandre M. Bayen, Jason P. Jue
Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud. CoRR (2019)
Ashkan Yousefpour, Caleb Fung, Tam Nguyen, Krishna Kadiyala, Fatemeh Jalali, Amirreza Niakanlahiji, Jian Kong, Jason P. Jue
All one needs to know about fog computing and related edge computing paradigms: A complete survey. J. Syst. Archit. 98 (2019)
Ashkan Yousefpour, Ashish Patil, Genya Ishigaki, Inwoong Kim, Xi Wang, Hakki C. Cankaya, Qiong Zhang, Weisheng Xie, Jason P. Jue
FOGPLAN: A Lightweight QoS-Aware Dynamic Fog Service Provisioning Framework. IEEE Internet Things J. 6 (3) (2019)
Riti Gour, Jian Kong, Genya Ishigaki, Ashkan Yousefpour, Sangjin Hong, Jason P. Jue
Finding Survivable Routes in Multi-Domain Optical Networks With Geographically Correlated Failures. JOCN 10 (8) (2018)
Zygmunt J. Haas, Ashkan Yousefpour
A Privacy Scheme for Monitoring Devices in the Internet of Things. CoRR (2018)
Ashkan Yousefpour, Genya Ishigaki, Riti Gour, Jason P. Jue
On Reducing IoT Service Delay via Fog Offloading. CoRR (2018)
Ashkan Yousefpour, Genya Ishigaki, Riti Gour, Jason P. Jue
On Reducing IoT Service Delay via Fog Offloading. IEEE Internet Things J. 5 (2) (2018)
Ashkan Yousefpour, Ashish Patil, Genya Ishigaki, Inwoong Kim, Xi Wang, Hakki C. Cankaya, Qiong Zhang, Weisheng Xie, Jason P. Jue
QoS-aware Dynamic Fog Service Provisioning. CoRR (2018)
Ashkan Yousefpour, Caleb Fung, Tam Nguyen, Krishna Kadiyala, Fatemeh Jalali, Amirreza Niakanlahiji, Jian Kong, Jason P. Jue
All One Needs to Know about Fog Computing and Related Edge Computing Paradigms: A Complete Survey. CoRR (2018)
Ashkan Yousefpour, Caleb Fung, Tam Nguyen, David Hong, Daniel Zhang
Instant Accident Reporting and Crowdsensed Road Condition Analytics for Smart Cities. CoRR (2017)
Riti Gour, Jian Kong, Genya Ishigaki, Ashkan Yousefpour, Sangjin Hong, Jason P. Jue
Survivable Routing in Multi-Domain Optical Networks with Geographically Correlated Failures. GLOBECOM (2017)
Genya Ishigaki, Riti Gour, Ashkan Yousefpour, Norihiko Shinomiya, Jason P. Jue
Cluster Leader Election Problem for Distributed Controller Placement in SDN. GLOBECOM (2017)
Ashkan Yousefpour, Genya Ishigaki, Jason P. Jue
Fog Computing: Towards Minimizing Delay in the Internet of Things. EDGE (2017)
Ruijie Zhu, Jason P. Jue, Ashkan Yousefpour, Yongli Zhao, Hui Yang, Jie Zhang, Xiaosong Yu, Nannan Wang
Multi-Path Fragmentation-Aware Advance Reservation Provisioning in Elastic Optical Networks. GLOBECOM (2016)
Zygmunt J. Haas, Ashkan Yousefpour
A Privacy Scheme for Monitoring Devices in the Internet of Things. IIoT (2015)