Waqwoya Abebe

According to our database, Waqwoya Abebe authored at least 7 papers between 2021 and 2024.

Collaborative distances:

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

2024

The Landscape and Challenges of HPC Research and LLMs.

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

CoRR, 2024

2023

LEFL: Low Entropy Client Sampling in Federated Learning.

Waqwoya Abebe, Juan Pablo Muñoz, Ali Jannesari

CoRR, 2023

Optimizing Decentralized Learning with Local Heterogeneity using Topology Morphing and Clustering.

Waqwoya Abebe, Ali Jannesari

Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023

2022

Addressing Data Heterogeneity in Decentralized Learning via Topological Pre-processing.

Waqwoya Abebe, Ali Jannesari

CoRR, 2022

Resource-Aware Heterogeneous Federated Learning using Neural Architecture Search.

Sixing Yu, Phuong Nguyen, Waqwoya Abebe, Justin Stanley, J. Pablo Muñoz, Ali Jannesari

CoRR, 2022

SPATL: Salient Parameter Aggregation and Transfer Learning for Heterogeneous Federated Learning.

Sixing Yu, Phuong Nguyen, Waqwoya Abebe, Wei Qian, Ali Anwar, Ali Jannesari

Proceedings of the SC22: International Conference for High Performance Computing, 2022

2021

SPATL: Salient Parameter Aggregation and Transfer Learning for Heterogeneous Clients in Federated Learning.

Sixing Yu, Phuong Nguyen, Waqwoya Abebe, Ali Anwar, Ali Jannesari

CoRR, 2021