Elamur Research⌕
☰
home / authors / Yubo Wang

Yubo Wang

Yubo Wang has 3 papers in our library, in 2024–2026, most of them on Reasoning, Language models & pretraining, Evaluation & benchmarks; often with Bo Li, Ge Zhang, Graham Neubig.

3 papers in our library · 2024–2026

OpenAlex · ORCID · h-index 9 · 26 works · 412 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 675 times in our library · ⭐ Paper Stars ranking: #2854

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Nankai UniversityTianjin · China2020–2025 · 9 paperscurrent🔬State Key Laboratory of Medicinal Chemical BiologyTianjin2020–2025 · 9 paperscurrent🎓Dalian Neusoft University of InformationDalian · China2025 · 1 papercurrent🎓Huazhong University of Science and TechnologyWuhan · China2025 · 1 papercurrent🎓Shanghai UniversityShanghai · China2025 · 1 papercurrent🎓Wuhan Institute of TechnologyWuhan · China2025 · 1 papercurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksComputer Vision and Pattern Recognition · 3 worksArts and Humanities · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksMathematics · 1 work

🧭 Topics 4Research subjects and languages the work is about.Reasoning · 3 worksEvaluation & benchmarks · 1 workLanguage models & pretraining · 1 workVision & language · 1 work

💡 Concepts 1Key ideas and methods explained on our concept pages.Natural language understanding · 1 work

 Works by year

2020s

20261 paper20251 paper20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark (2024 · 761 citations)
    MMLU had become saturated as a benchmark. Frontier LLMs all clustered around 86–87%, scores shifted noticeably when the prompt changed, and part of the data was noisy or wrongly labelled. The authors built MMLU-Pro to give the field a harder test that separates models better.
  2. MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale (2025 · 40 citations)
    Open-source multimodal LLMs tend to struggle with complex reasoning. A major reason is that their instruction-tuning data is mostly recycled from academic VQA-style sets such as VQA, AI2D, and ChartQA, which offer short answers and no step-by-step justification. The authors propose a low-cost pipeline built entirely…
  3. Forest Before Trees: Latent Superposition for Efficient Visual Reasoning (2026 · 3 citations)
    Chain-of-Thought helps vision-language models reason step by step. However, spelling out rationales as discrete text loses much of the continuous visual signal. Existing latent-reasoning methods avoid text but still train each hidden state to predict one exact next token, which pushes the model to commit to specific…

 Co-authors here

12 of 17 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 675 times (of the 149,439 papers whose bibliographies we read); 191 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/yubo-wang/