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Waqwoya Abebe
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 7
Top Topics
Transfer Learning
Multi Task Learning
Neural Architecture
Domain Adaptation
Top Venues
CoRR
CCGrid
SC
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Publications
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Le Chen
,
Nesreen K. Ahmed
,
Akash Dutta
,
Arijit Bhattacharjee
,
Sixing Yu
,
Quazi Ishtiaque Mahmud
,
Waqwoya Abebe
,
Hung Phan
,
Aishwarya Sarkar
,
Branden Butler
,
Niranjan Hasabnis
,
Gal Oren
,
Vy A. Vo
,
Juan Pablo Muñoz
,
Theodore L. Willke
,
Tim Mattson
,
Ali Jannesari
The Landscape and Challenges of HPC Research and LLMs.
CoRR
(2024)
Waqwoya Abebe
,
Ali Jannesari
Optimizing Decentralized Learning with Local Heterogeneity using Topology Morphing and Clustering.
CCGrid
(2023)
Waqwoya Abebe
,
Juan Pablo Muñoz
,
Ali Jannesari
LEFL: Low Entropy Client Sampling in Federated Learning.
CoRR
(2023)
Sixing Yu
,
Phuong Nguyen
,
Waqwoya Abebe
,
Wei Qian
,
Ali Anwar
,
Ali Jannesari
SPATL: Salient Parameter Aggregation and Transfer Learning for Heterogeneous Federated Learning.
SC
(2022)
Sixing Yu
,
Phuong Nguyen
,
Waqwoya Abebe
,
Justin Stanley
,
Pablo Munoz
,
Ali Jannesari
Resource-Aware Heterogeneous Federated Learning using Neural Architecture Search.
CoRR
(2022)
Waqwoya Abebe
,
Ali Jannesari
Addressing Data Heterogeneity in Decentralized Learning via Topological Pre-processing.
CoRR
(2022)
Sixing Yu
,
Phuong Nguyen
,
Waqwoya Abebe
,
Ali Anwar
,
Ali Jannesari
SPATL: Salient Parameter Aggregation and Transfer Learning for Heterogeneous Clients in Federated Learning.
CoRR
(2021)