Demo Data from EDBT 2026 / reviewers in the wild / expert
Ahmed A. Aly
dblp:217/3765
· DBLP profile ↗
1ranked-venue papers
0as first author
1since 2021 · last 2024
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 1 · 1 since 2021
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Artificial intelligence
1 paper |
Efficient and distributed learning · 100% |
Topics — the 4 heaviest of 4, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Efficient and distributed learning › adaptive computation
early exit |
0.8 | 1 | 2024 | LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding · ACL (1) 2024 |
Machine learning › Efficient and distributed learning
inference efficiency |
0.8 | 1 | 2024 | LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding · ACL (1) 2024 |
Machine learning › Efficient and distributed learning › inference acceleration › speculative decoding
self-speculative decoding |
0.8 | 1 | 2024 | LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding · ACL (1) 2024 |
Machine learning › Efficient and distributed learning › inference acceleration
speculative decoding |
0.8 | 1 | 2024 | LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding · ACL (1) 2024 |
Methods — techniques the papers use, named apart from their topics
layer skipping · 0.8
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2024 | LayerSkip: Enabling Early Exit Inference and Self-Speculative DecodingabstractMostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, Basil Hosmer, Bram Wasti, Liangzhen Lai, Anas Mahmoud, Bilge Acun, Saurabh Agarwal, Ahmed Roman, Ahmed Aly, Beidi Chen, Carole-Jean Wu. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2024. Mostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, Basil Hosmer, Bram Wasti, Liangzhen Lai, Anas Mahmoud 0002, Bilge Acun, Ahmed Roman, Ahmed A. Aly, Beidi Chen, Carole-Jean Wu |
ACL (1) | 11 |