VLDB 2026 Research / reviewers in the wild / expert
Shanwen Tan
dblp:350/4018
· DBLP profile ↗
2ranked-venue papers
1as first author
2since 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 first-author · 1 since 2021Databases, data management, data science and information retrieval · 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 |
Language models and text generation · 87% Trustworthy machine learning · 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
alignment |
1.0 | 1 | 2026 | Calibrating Inference Time Alignment with Sequence-level Risk Accumulation · ACL (1) 2026 |
Natural language and speech › Language models and text generation › alignment
inference-time alignment |
1.0 | 1 | 2026 | Calibrating Inference Time Alignment with Sequence-level Risk Accumulation · ACL (1) 2026 |
Machine learning › Trustworthy machine learning
robustness |
0.3 | 1 | 2026 | Calibrating Inference Time Alignment with Sequence-level Risk Accumulation · ACL (1) 2026 |
Methods — techniques the papers use, named apart from their topics
risk accumulation · 1.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | Calibrating Inference Time Alignment with Sequence-level Risk AccumulationabstractShanwen Tan, Ziyang Dong, Wei Ju, Yiwei Fu, Hao Wu, Kun Wang, Yifan Wang, Ziyue Qiao. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026. Shanwen Tan, Ziyang Dong, Wei Ju 0001, Yiwei Fu, Kun Wang 0056, Yifan Wang 0014, Ziyue Qiao |
ACL (1) | 1 |
| 2026 | LLM-MRD: LLM-Guided Multi-view Reasoning Distillation for Fake News Detection
Weilin Zhou, Shanwen Tan, Enhao Gu, Yurong Qian |
DASFAA (5) | 2 |