Keisuke Ueda
I’m a master’s student in Data Science & Mathematics at EPFL, focusing on multi-agent systems.
I received my bachelor’s degree in Informatics from the University of Tokyo. I like building things.
Email: keisuke.ueda @ epfl.ch
Google Scholar | GitHub | X | LinkedIn | CV
Research interests: multi-agent systems, ai forecasting, medical machine learning.
AI and agent research (2025-)
What Should We Forecast? Benchmarking Agents on Early Question Discovery
Keisuke Ueda, Robert West, Veniamin Veselovsky
AI Forecasting Workshop ICML 2026
Exploring the Design of Multi-Agent LLM Dialogues for Research Ideation
Keisuke Ueda, Wataru Hirota, Takuto Asakura, Takahiro Omi, Kosuke Takahashi, Kosuke Arima, Tatsuya Ishigaki
SIGDIAL 2025 [code]
Earlier medical research (2024-2025)
Pioneering AI in surgery: Deep learning for scene recognition in laparoscopic hysterectomy
Giovanni Ruggeri, Naoki Ito, Keisuke Ueda, Mineto Fujisawa, Daiki Hiratsuka, Takashi Matsumoto, Michael Mueller
European Journal of Obstetrics and Gynecology and Reproductive Biology, Volume 313 · 2025
Real-Time Integration of Optical Coherence Tomography Thickness Map Overlays for Enhanced Visualization in Epiretinal Membrane Surgery: A Pilot Study
Ferhat Turgut, Keisuke Ueda, Amr Saad, Tahm Spitznagel, Luca von Felten, Takashi Matsumoto, Rui Santos, Marc D. de Smet, Zoltán Zsolt Nagy, Matthias D. Becker, Gábor Márk Somfai
Biomedical Applications of Optical Coherence Tomography, Second Edition · 2025
Real-Time Optical Coherence Tomography Overlay in Epiretinal Membrane Peeling for Enhanced Intraoperative Visualization: A Pilot Study
Keisuke Ueda, Amr Saad, Luca von Felten, Takashi Matsumoto, Ferhat Turgut, Gabor M. Somfai, Matthias Becker
The Association for Research in Vision and Ophthalmology (ARVO) · 2024 · Seattle, United States
Automated Surgical Report Generation Using In-context Learning with Scene Labels from Surgical Videos
Keisuke Ueda, Mineto Fujisawa, Daiki Hiratsuka, Giovanni Ruggeri, Takashi Matsumoto, Michael Mueller
Hamlyn Symposium on Medical Robotics (Poster) · 2024 · London, United Kingdom
Runner-up Poster Award
Education
EPFL
Master — Data Science & Mathematics
2027 (Expected) · Lausanne, Switzerland
University of Tokyo
Bachelor — Informatics
2024 · Tokyo, Japan
ETH Zurich
Exchange — Computer Science
2023 · Zurich, Switzerland
Software projects
MultiAgent Research Ideator
Tooling that scaffolds research brainstorming sessions through scripted multi-agent dialogues.
Mar 2025 – May 2025 · Python, OpenAI API, FastAPI
Nikkei-UTEcon Daily Economic Indicator
Economic indicator pipeline producing technical reports from 40 years of news data.
Dec 2020 – Apr 2022 · Python, NLP, Time-series Analysis