Papers

2024

1. "Selective Vision is the Challenge for Visual Reasoning: A Benchmark for Visual Argument Understanding"
   Jiwan Chung and others EMNLP

2. "Aligning Large Language Models by On-Policy Self-Judgment"
   Sangkyu Lee and others ACL

2023

1. "Green Federated Learning"
   Ashkan Yousefpour and others FL - ICML

2022

1. "Reconciling Security and Communication Efficiency in Federated Learning"
   Karthik Prasad and others FL  - NeurIPS

2. "Papaya: Practical, Private, and Scalable Federated Learning"
   Dzmitry Huba and others MLSys

2021

1. "Federated Learning with Buffered Asynchronous Aggregation"
   John Nguyen and others AISTATS (also appeared in FL - ICML)

2. "Opacus: User-Friendly Differential Privacy Library in PyTorch"
   Ashkan Yousefpour and others PriML - NeurIPS

2020

1. "ResiliNet: Failure-Resilient Inference in Distributed Neural Networks"
   Ashkan Yousefpour and others FL - ICML

2019

1. "Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud"
   Ashkan Yousefpour and others ACM AIChallengeIoT

2. "All One Needs to Know about Fog Computing and Related Edge Computing Paradigms: A Complete Survey"
   Ashkan Yousefpour and others, Elsevier Journal of System Architecture

3. "FogPlan: A Lightweight QoS-aware Dynamic Fog Service Provisioning Framework"
   Ashkan Yousefpour and others IEEE Internet of Things Journal

2018

1. "Finding Survivable Routes in Multi-domain Optical Networks with Geographically Correlated Failures"
   Riti Gour and others IEEE/OSA Journal of Optical Communications and Networking

2. "On Reducing IoT Service Delay via Fog Offloading"
   Ashkan Yousefpour and others IEEE Internet of Things Journal

2017

1. "Cluster Leader Election Problem for Distributed Controller Placement in SDN"
   Genya Ishigaki and others IEEE GLOBECOM

2. "Survivable Routing in Multi-domain Optical Networks with Geographically Correlated Failures"
   Riti Gour  and others IEEE GLOBECOM

3. "Fog Computing: Towards Minimizing Delay in the Internet of Things"
   Ashkan Yousefpour and others IEEE EDGE

2016

1. "Dynamic time and spectrum fragmentation-aware service provisioning in elastic optical networks with multi-path routing"
   Ruijie Zhu and others Optical Fiber Technology Journal

2. "Multi-path Fragmentation-aware Advance Reservation Provisioning in Elastic Optical Networks"
   Ruijie Zhu and others IEEE GLOBECOM

3. "A Privacy Scheme for Monitoring Devices in the Internet of Things"
   Zygmunt J. Haas* and Ashkan Yousefpour*,   EAI FABULOUS

Dissertations

• "Improving Quality of Service in Emerging IoT and Machine Learning Applications through Fog Computing"
  Graduate Dissertation, 2019