VLDB 2026 Research / reviewers in the wild / expert
Qingfeng Qi
dblp:439/3524
· 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 |
Representation and self-supervised learning · 44% Language models and text generation · 44% Deep learning architectures and training · 13% |
Topics — the 3 heaviest of 3, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Natural language and speech › Language models and text generation › neural language model
mixture-of-experts language model |
1.0 | 1 | 2026 | AEA: Adaptive Expert Allocation Improves Sentence Embeddings from Mixture-of-Experts LLM · ACL (1) 2026 |
Machine learning › Representation and self-supervised learning › text embedding
sentence embedding |
1.0 | 1 | 2026 | AEA: Adaptive Expert Allocation Improves Sentence Embeddings from Mixture-of-Experts LLM · ACL (1) 2026 |
Machine learning › Deep learning architectures and training
mixture of experts |
0.3 | 1 | 2026 | AEA: Adaptive Expert Allocation Improves Sentence Embeddings from Mixture-of-Experts LLM · ACL (1) 2026 |
Methods — techniques the papers use, named apart from their topics
mixture of experts · 1.0expert allocation · 1.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | AEA: Adaptive Expert Allocation Improves Sentence Embeddings from Mixture-of-Experts LLMabstractShufan Yang, Zifeng Cheng, Zhiwei Jiang, Qingfeng Qi, Yafeng Yin, Cong Wang, Ao Zhou, Qing Gu. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026. Shufan Yang, Zifeng Cheng, Zhiwei Jiang 0001, Qingfeng Qi, Yafeng Yin 0002, Cong Wang 0034, Qing Gu 0001 |
ACL (1) | 4 |