Demo Data from VLDB 2026 / reviewers in the wild / expert
Yujun Diao
dblp:439/2480
· DBLP profile ↗
1ranked-venue papers
0as first author
1since 2021 · last 2026
—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 · 44% Representation and self-supervised learning · 44% Language models and text generation · 13% |
Topics — the 3 heaviest of 3, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Efficient and distributed learning
model compression |
1.0 | 1 | 2026 | SCVQ: Sparse-Compensated Vector Quantization for Large Language Models · ACL (1) 2026 |
Machine learning › Representation and self-supervised learning
vector quantization |
1.0 | 1 | 2026 | SCVQ: Sparse-Compensated Vector Quantization for Large Language Models · ACL (1) 2026 |
Natural language and speech › Language models and text generation
large language model inference |
0.3 | 1 | 2026 | SCVQ: Sparse-Compensated Vector Quantization for Large Language Models · ACL (1) 2026 |
Methods — techniques the papers use, named apart from their topics
vector quantization · 1.0sparsity compensation · 1.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | SCVQ: Sparse-Compensated Vector Quantization for Large Language ModelsabstractZixuan Zhou, Yujun Diao, Zicheng Kong, Dehua Ma, Zhenbo Xu, Pei Pei Li, Zhaofeng He. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026. Yujun Diao, Zicheng Kong, Dehua Ma, Zhenbo Xu, Pei Pei Li, Zhaofeng He 0001 |
ACL (1) | 2 |