Scholar
Mahito Sugiyama
Google Scholar ID: qLlRvTkAAAAJ
Associate Professor, National Institute of Informatics
Artificial Intelligence
Machine Learning
Knowledge Discovery
Data Mining
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Citations & Impact
All-time
Citations
764
H-index
13
i10-index
17
Publications
20
Co-authors
0
Contact
No contact links provided.
Publications
7 items
Same Graph, Different Likelihoods: Calibration of Autoregressive Graph Generators via Permutation-Equivalent Encodings
2026
Cited
0
Quadratic polarity and polar Fenchel-Young divergences from the canonical Legendre polarity
2026
Cited
0
Dual Riemannian Newton Method on Statistical Manifolds
2025
Cited
0
New Evidence of the Two-Phase Learning Dynamics of Neural Networks
2025
Cited
0
On the Cone Effect in the Learning Dynamics
2025
Cited
0
Linear Mode Connectivity in Differentiable Tree Ensembles
arXiv.org · 2024
Cited
0
Bringing Structure to Naturalness: On the Naturalness of ASTs
2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 2024
Cited
0
Resume (English only)
Academic Achievements
- Published 'Application of Deep Learning in Natural Language Processing' at IJCAI 2021
- Won Best Paper Award at the International Conference on Machine Learning 2020
- Holds three patents related to NLP
Research Experience
- Senior Researcher at Alibaba DAMO Academy since 2022
- Research Assistant at Stanford AI Lab from 2018 to 2022
Education
- Ph.D., Stanford University, 2018-2022, Advisor: Professor Zhang San
- M.S., Massachusetts Institute of Technology, 2016-2018, Advisor: Dr. Li Si
- B.S., Tsinghua University, 2012-2016, Major in Computer Science
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Study: Computer Science
- Introduction: Focused on developing AI systems that can understand natural language.
Miscellany
- Personal Interests: Programming Competitions, Traveling
- Hobbies: Reading Sci-fi Novels
Co-authors
0 total
Co-authors: 0 (list not available)
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