Overview
Education/Academic qualification
Sci-Computer Science, Doctorate Degree
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Dive into the research topics where Waqwoya Abebe is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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SAM-I-Am: Semantic boosting for zero-shot atomic-scale electron micrograph segmentation
Abebe, W., Strube, J., Guo, L., Tallent, N. R., Bel, O., Spurgeon, S., Doty, C. & Jannesari, A., Jan 2025, In: Computational Materials Science. 246, 113400.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Describing Atomic Order Through Foundational Microscopy
Spurgeon, S. R., Abebe, W., Strube, J., Doty, C., Hopkins, D., Fiedler, K., Olszta, M. & Tallent, N., Jul 24 2024, In: Microscopy and Microanalysis. 30, 2024, p. 2055-2056 2 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Improving Federated Learning Through Low-Entropy Client Sampling Based on Learned High-Level Features
Abebe, W., Munoz, P. & Jannesari, A., 2024, Proceedings - 2024 IEEE 17th International Conference on Cloud Computing, CLOUD 2024. Chang, R. N., Chang, C. K., Yang, J., Atukorala, N., Jin, Z., Sheng, M., Fan, J., Fletcher, K., He, Q., Kosar, T., Sarkar, S., Venkateswaran, S., Wang, S., Liu, X., Seelam, S., Narayanaswami, C. & Zong, Z. (eds.). IEEE Computer Society, p. 20-29 10 p. (IEEE International Conference on Cloud Computing, CLOUD).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Optimizing Decentralized Learning with Local Heterogeneity using Topology Morphing and Clustering
Abebe, W. & Jannesari, A., 2023, Proceedings - 23rd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2023. Simmhan, Y., Altintas, I., Varbanescu, A.-L., Balaji, P., Prasad, A. S. & Carnevale, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 355-366 12 p. (Proceedings - 23rd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
SPATL: Salient Parameter Aggregation and Transfer Learning for Heterogeneous Federated Learning
Yu, S., Nguyen, P., Abebe, W., Qian, W., Anwar, A. & Jannesari, A., 2022, Proceedings of SC 2022: International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, (International Conference for High Performance Computing, Networking, Storage and Analysis, SC; vol. 2022-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
21 Scopus citations