Demo Data from VLDB 2026 / reviewers in the wild / expert
Xianhao Ou
dblp:426/9417
· 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 |
Knowledge representation and reasoning · 30% Graph learning · 30% Reinforcement learning · 30% |
Topics — the 4 heaviest of 4, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Graph learning
graph reasoning |
1.0 | 1 | 2026 | Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models · ACL (1) 2026 |
Machine learning › Reinforcement learning
reinforcement learning for reasoning |
1.0 | 1 | 2026 | Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models · ACL (1) 2026 |
Knowledge, reasoning and agents › Knowledge representation and reasoning
structured reasoning |
1.0 | 1 | 2026 | Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models · ACL (1) 2026 |
Natural language and speech › Language models and text generation
large language model reasoning |
0.3 | 1 | 2026 | Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models · ACL (1) 2026 |
Methods — techniques the papers use, named apart from their topics
topology-aware reasoning · 1.0symbolic reasoning · 1.0reinforcement learning · 1.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language ModelsabstractRunxuan Liu, Xianhao Ou, Xinyan Ma, Jiyuan Wang, Jiafeng Liang, Jiaqi Li, Tao He, Zheng Chu, Rongchuan Mu, Zekun Wang, Baoxin Wang, Dayong Wu, Ming Liu, Shijin Wang, Guoping Hu, Bing Qin. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026. Runxuan Liu, Xianhao Ou, Xinyan Ma, Jiafeng Liang, Jiaqi Li 0004, Tao He 0014, Rongchuan Mu, Zekun Wang 0001, Baoxin Wang, Dayong Wu, Ming Liu 0004, Shijin Wang 0001, Bing Qin 0001 |
ACL (1) | 2 |