Demo Data from EDBT 2026 / reviewers in the wild / expert
Junghwan Seo
dblp:380/6646
· 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
Software engineering, systems software and programming languages · 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 · 87% Language models and text generation · 13% | |
| Computer architecture, parallel and distributed computing, and storage systems
1 paper |
Memory systems · 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 › inference efficiency
inference optimization |
0.8 | 1 | 2024 | InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management · OSDI 2024 |
Machine learning › Efficient and distributed learning
KV cache management |
0.8 | 1 | 2024 | InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management · OSDI 2024 |
Memory systems
cache management |
0.8 | 1 | 2024 | InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management · OSDI 2024 |
Natural language and speech › Language models and text generation
generative inference |
0.2 | 1 | 2024 | InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management · OSDI 2024 |
Methods — techniques the papers use, named apart from their topics
dynamic cache management · 1.5
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2024 | InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management
Wonbeom Lee, Junghwan Seo, Jaewoong Sim |
OSDI | 3 |