Guanyu Wang
Guanyu Wang has 2 papers in our library, in 2026, most of them on Reasoning, Language models & pretraining, Vision & language; often with Tong Mo, Weiping Li, Xu Chu.
OpenAlex · h-index 1 · 4 works · 3 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 work
🧭 Topics 3Research subjects and languages the work is about.Reasoning · 2 worksLanguage models & pretraining · 1 workVision & language · 1 work
Works by year
2020s
Papers
- MuSe: Multi-Stage Graph Reasoning via Vision-Language Models (2026)
Graph reasoning is usually handled by GNNs or graph transformers, which need task-specific training. LLMs that read graphs serialized as text struggle to keep two-dimensional structure and multi-hop relations. Vision-language methods such as GITA draw the entire graph as one picture, but large graphs then become… - RADO: Reasoning Audit-Driven Optimization for Rigorous Reasoning in High-Stakes Domains (2026)
Reinforcement learning for LLM reasoning usually rewards only the final answer. A model can therefore reach correct conclusions through faulty intermediate logic, which is a serious problem in finance, law and biomedicine. RADO exploits an asymmetry: finding one local flaw in a derivation is easier than producing a…
Co-authors here
- Tong Mo ×2
- Weiping Li ×2
- Xu Chu ×2
- Zhijie Tan ×2
Venues
Updated
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