Junyu Zhang
Junyu Zhang has 2 papers in our library, in 2024–2025, most of them on Reasoning, Language models & pretraining, Evaluation & benchmarks; often with Huan Zhang, Bin Hu, Han Wang.
OpenAlex · ORCID · h-index 34 · 166 works · 4,367 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 49 times in our library · ⭐ Paper Stars ranking: #9674
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📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 worksMathematics · 1 workApplied Mathematics · 1 work
🧭 Topics 4Research subjects and languages the work is about.Reasoning · 2 worksEvaluation & benchmarks · 1 workLanguage models & pretraining · 1 workVision & language · 1 work
Works by year
2020s
Papers
- DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models (2024 · 41 citations)
Vision-language models (VLMs) now score well on visual math benchmarks. Those benchmarks are fixed question sets, though, so they cannot show whether a model's reasoning survives small changes to a problem, and they may reward memorized patterns. The authors build DynaMath, where each of 501 seed questions is a… - AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time (2025 · 10 citations)
Models like OpenAI o1 and DeepSeek-R1, known as large reasoning models (LRMs), frequently overthink or underthink at inference time.
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