Demo Data from VLDB 2026 / reviewers in the wild / expert
Brian S. Lin
dblp:364/7730
· DBLP profile ↗
2ranked-venue papers
1as first author
2since 2021 · last 2025
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 2 · 1 first-author · 2 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
2 papers |
Learning theory · 27% Language models and text generation · 27% Trustworthy machine learning · 23% |
Topics — the 4 heaviest of 4, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Learning theory
inductive inference |
0.9 | 1 | 2025 | On LLM-Based Scientific Inductive Reasoning Beyond Equations · EMNLP 2025 |
Natural language and speech › Language models and text generation › complex reasoning
scientific reasoning |
0.9 | 1 | 2025 | On LLM-Based Scientific Inductive Reasoning Beyond Equations · EMNLP 2025 |
Natural language and speech › Question answering and dialogue systems › conversational agents
persuasive dialogue |
0.8 | 1 | 2024 | The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation · ACL (1) 2024 |
Machine learning › Trustworthy machine learning
robustness |
0.8 | 1 | 2024 | The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation · ACL (1) 2024 |
Methods — techniques the papers use, named apart from their topics
large language model · 1.6equation discovery · 0.9prompting · 0.8
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2025 | On LLM-Based Scientific Inductive Reasoning Beyond EquationsabstractBrian S. Lin, Jiaxin Yuan, Zihan Zhou, Shouli Wang, Shuo Wang, Cunliang Kong, Qi Shi, Yuxuan Li, Liner Yang, Zhiyuan Liu, Maosong Sun. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing. 2025. Brian S. Lin, Shouli Wang, Shuo Wang 0013, Cunliang Kong, Qi Shi 0002, Liner Yang, Zhiyuan Liu 0001, Maosong Sun 0001 |
EMNLP | 1 |
| 2024 | The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive ConversationabstractRongwu Xu, Brian Lin, Shujian Yang, Tianqi Zhang, Weiyan Shi, Tianwei Zhang, Zhixuan Fang, Wei Xu, Han Qiu. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2024. Rongwu Xu, Brian S. Lin, Shujian Yang, Weiyan Shi 0001, Tianwei Zhang 0004, Zhixuan Fang, Wei Xu 0039, Han Qiu 0001 |
ACL (1) | 2 |