Scholar
Yutaka Matsuo
Google Scholar ID: Dy8iau4AAAAJ
Professor, University of Tokyo
deep learning
web mining
artificial intelligence
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Citations & Impact
All-time
Citations
14,015
H-index
36
i10-index
94
Publications
20
Co-authors
41
list available
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Publications
6 items
EC-Bench: Enumeration and Counting Benchmark for Ultra-Long Videos
2026
Cited
0
Semantic Token Clustering for Efficient Uncertainty Quantification in Large Language Models
2026
Cited
0
Residual Koopman Spectral Profiling for Predicting and Preventing Transformer Training Instability
2026
Cited
0
$\infty$-MoE: Generalizing Mixture of Experts to Infinite Experts
2026
Cited
0
From Chains to Graphs: Self-Structured Reasoning for General-Domain LLMs
arXiv.org · 2026
Cited
0
Toward Global Large Language Models in Medicine
arXiv.org · 2026
Cited
0
Resume (English only)
Research Experience
Leads the Matsuo Lab, conducting four core activities: fundamental research, teaching, collaborative research, and incubation
Advances deep learning research in world models, robotics, large language models, and brain-inspired AI
Operates TRAIL (Tokyo Robot And Intelligence Lab) to realize intelligence in the real world
Released the large language model 'Weblab-10B' and launched related educational courses
Organizes weekly paper reading sessions on deep learning and practical 'DL hacks' study groups
Has offered deep learning lectures since 2015, reaching approximately 10,000 students and professionals annually
Engages in industry-academia collaboration to apply cutting-edge AI to real-world business challenges
Actively incubates university spin-offs, with a goal of launching 100 startups per year; notable alumni include Gunosy and PKSHA Technology
Co-authors
41 total
Co-author 1
Yusuke Iwasawa
The University of Tokyo
Danushka Bollegala
Professor, The University of Liverpool, DMML, Amazon.com
Shixiang Shane Gu
Google DeepMind
Co-author 5
Masahiro Suzuki
The University of Tokyo
Edison Marrese-Taylor
National Institute of Advanced Industrial Science and Technology (AIST)
Machel Reid
Research Scientist, Google DeepMind
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