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ORCIDAshkan Yousefpour
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2020 – today
- 2024
[c8]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: 11442-11459- [i14]Sangkyu Lee, Sungdong Kim, Ashkan Yousefpour, Minjoon Seo, Kang Min Yoo, Youngjae Yu:
Aligning Large Language Models by On-Policy Self-Judgment. CoRR abs/2402.11253 (2024) - [i13]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 abs/2406.18925 (2024) - 2023
- [j5]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): 67-78 (2023) - [i12]Ashkan Yousefpour, Shen Guo, Ashish Shenoy, Sayan Ghosh, Pierre Stock, Kiwan Maeng, Schalk-Willem Krüger, Michael G. Rabbat, Carole-Jean Wu, Ilya Mironov:
Green Federated Learning. CoRR abs/2303.14604 (2023) - 2022
- [c7]John Nguyen, Kshitiz Malik, Hongyuan Zhan, Ashkan Yousefpour, Mike Rabbat, Mani Malek, Dzmitry Huba:
Federated Learning with Buffered Asynchronous Aggregation. AISTATS 2022: 3581-3607 - [c6]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 - [i11]Karthik Prasad, Sayan Ghosh, Graham Cormode
, Ilya Mironov, Ashkan Yousefpour, Pierre Stock:
Reconciling Security and Communication Efficiency in Federated Learning. CoRR abs/2207.12779 (2022) - 2021
- [i10]John Nguyen, Kshitiz Malik, Hongyuan Zhan, Ashkan Yousefpour, Michael G. Rabbat, Mani Malek, Dzmitry Huba:
Federated Learning with Buffered Asynchronous Aggregation. CoRR abs/2106.06639 (2021) - [i9]Ashkan Yousefpour, Igor Shilov, Alexandre Sablayrolles, Davide Testuggine, Karthik Prasad, Mani Malek, John Nguyen, Sayan Ghosh, Akash Bharadwaj, Jessica Zhao, Graham Cormode, Ilya Mironov:
Opacus: User-Friendly Differential Privacy Library in PyTorch. CoRR abs/2109.12298 (2021) - [i8]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 abs/2111.04877 (2021) - 2020
- [i7]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 abs/2002.07386 (2020)
2010 – 2019
- 2019
- [j4]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): 5080-5096 (2019) - [j3]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: 289-330 (2019) - [i6]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 abs/1909.00995 (2019) - 2018
- [j2]Ashkan Yousefpour, Genya Ishigaki, Riti Gour, Jason P. Jue:
On Reducing IoT Service Delay via Fog Offloading. IEEE Internet Things J. 5(2): 998-1010 (2018) - [j1]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): C39-C49 (2018) - [i5]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 abs/1802.00800 (2018) - [i4]Zygmunt J. Haas, Ashkan Yousefpour:
A Privacy Scheme for Monitoring Devices in the Internet of Things. CoRR abs/1803.04453 (2018) - [i3]Ashkan Yousefpour, Genya Ishigaki, Riti Gour, Jason P. Jue:
On Reducing IoT Service Delay via Fog Offloading. CoRR abs/1804.07376 (2018) - [i2]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 abs/1808.05283 (2018) - 2017
- [c5]Ashkan Yousefpour, Genya Ishigaki, Jason P. Jue:
Fog Computing: Towards Minimizing Delay in the Internet of Things. EDGE 2017: 17-24 - [c4]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: 1-6 - [c3]Genya Ishigaki, Riti Gour, Ashkan Yousefpour, Norihiko Shinomiya, Jason P. Jue:
Cluster Leader Election Problem for Distributed Controller Placement in SDN. GLOBECOM 2017: 1-6 - [i1]Ashkan Yousefpour, Caleb Fung, Tam Nguyen, David Hong, Daniel Zhang:
Instant Accident Reporting and Crowdsensed Road Condition Analytics for Smart Cities. CoRR abs/1711.06710 (2017) - 2016
- [c2]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: 1-6 - 2015
- [c1]Zygmunt J. Haas, Ashkan Yousefpour:
A Privacy Scheme for Monitoring Devices in the Internet of Things. IIoT 2015: 153-165
Coauthor Index
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