Wenyi Xiao
Wenyi Xiao has 2 papers in our library, in 2026, most of them on Reasoning, Language models & pretraining, Vision & language; often with Leilei Gan, Liang Ding.
OpenAlex · h-index 0 · 4 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1 time in our library · ⭐ Paper Stars ranking: #13179
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Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 2 worksArtificial Intelligence · 1 workArts and Humanities · 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
- REVEALER: Reinforcement-Guided Visual Reasoning for Element-Level Text-Image Alignment Evaluation (2026 · 1 citation)
Checking whether a text-to-image (T2I) output matches its prompt is usually done with single-number similarity scores or template-driven QA pipelines. - VL-Calibration: Decoupled Confidence Calibration for Large Vision-Language Models Reasoning (2026)
Vision-language models often give wrong answers while sounding certain. Existing methods that teach models to state their confidence were built for text-only LLMs and produce one overall score. For multimodal reasoning this score is ambiguous: an error may come from misreading the image or from faulty logic applied…
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