VLDB 2026 Research / reviewers in the wild / expert
Ryan Humble
dblp:268/8185
· DBLP profile ↗
1ranked-venue papers
1as first author
1since 2021 · last 2022
0000-0001-5854-9117ORCID · reported
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 1 · 1 first-author · 1 since 2021Graphics, computer vision, multimedia, augmented reality and games · 1 · 1 first-author · 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.
| Computer architecture, parallel and distributed computing, and storage systems
1 paper |
Hardware accelerators and domain-specific architectures · 100% | |
| Artificial intelligence
1 paper |
Efficient and distributed learning · 100% |
Topics — the 3 heaviest of 3, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Hardware accelerators and domain-specific architectures
model compression |
0.6 | 1 | 2022 | Soft Masking for Cost-Constrained Channel Pruning · ECCV (11) 2022 |
Machine learning › Efficient and distributed learning
model compression |
0.2 | 1 | 2022 | Soft Masking for Cost-Constrained Channel Pruning · ECCV (11) 2022 |
Machine learning › Efficient and distributed learning › model compression › pruning
structured pruning |
0.2 | 1 | 2022 | Soft Masking for Cost-Constrained Channel Pruning · ECCV (11) 2022 |
Methods — techniques the papers use, named apart from their topics
soft masking · 1.1cost-constrained pruning · 1.1
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2022 | Soft Masking for Cost-Constrained Channel Pruning
Ryan Humble, Maying Shen, Jorge Albericio Latorre, Eric Darve, José M. Álvarez 0004 |
ECCV (11) | 1 |