Demo Data from VLDB 2026 / reviewers in the wild / expert
Yitian Huang
dblp:401/8473
· DBLP profile ↗
1ranked-venue papers
0as first author
1since 2021 · last 2025
—ORCID · unresolved
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 2 heaviest of 2, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Efficient and distributed learning › inference efficiency
context compression |
0.9 | 1 | 2025 | Pretraining Context Compressor for Large Language Models with Embedding-Based Memory · ACL (1) 2025 |
Machine learning › Efficient and distributed learning
model compression |
0.3 | 1 | 2025 | Pretraining Context Compressor for Large Language Models with Embedding-Based Memory · ACL (1) 2025 |
Methods — techniques the papers use, named apart from their topics
pre-training · 0.9
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2025 | Pretraining Context Compressor for Large Language Models with Embedding-Based MemoryabstractYuhong Dai, Jianxun Lian, Yitian Huang, Wei Zhang, Mingyang Zhou, Mingqi Wu, Xing Xie, Hao Liao. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025. Yuhong Dai, Jianxun Lian, Yitian Huang, Wei Zhang 0242, Mingyang Zhou 0001, Mingqi Wu, Xing Xie 0001, Hao Liao |
ACL (1) | 3 |