Baiyuan Chen
Fourth year undergraduate student, Imaizumi Laboratory
Department of Integrated Sciences, the University of Tokyo
Fourth year undergraduate student, Imaizumi Laboratory
Department of Integrated Sciences, the University of Tokyo
I am a fourth year undergraduate at the University of Tokyo,
majoring in Mathematical Sciences and minoring in Cognitive Science.
I am fortunate to be advised by Imaizumi Masaaki.
My research interests include the foundations and cognition of machine learning models and modeling human cognition.
Connect experiences and synthesize new things.
-- Steve Jobs
Honored with the Dean's Award of the Department of Integrated Sciences and chosen as the graduating class representative.
Transformer for Non-stationary Learning
Baiyuan Chen, Shinji Ito, Masaaki Imaizumi
--Ongoing Project--
Is Smoothness the Key to Robustness? A Comparison of Attention and Convolution Models Using a Novel Metric
Baiyuan Chen
Exploiting Topological Priors for Boosting Point Cloud Generation
Baiyuan Chen
2nd International Conference on Artificial Intelligence, Database and Machine Learning (AIDML 2024)
Link
Dynamical systems analysis
Advisor: Prof. Tetsuhiro S. Hatakeyama
• A highly selective, research-based course attended by only three students in the department.
• Phase 1: Analyzed various dynamical systems and statistical mechanics models, including chaos, Hodgkin-Huxley
equations, and the Ising model.
• Phase 2: Conducted independent research on traffic congestion and identified unusual patterns in flow-speed relationships.
Link
Software Development Engineer Intern @ Oin Auto
• Collaborated with the SDE team to build a job-search website.
• Built a database for the job-searching website.
Data Analyst Intern @ Accenture (Shanghai)
• Leveraged linear programming and machine learning methods to address optimization problems.
• Prepared and visualized data, collaborating with other teams to provide insight for decision-making.
Research Intern @ Forms Syntron
• Conducted comprehensive market research on image processing to identify emerging trends and market demands.
• Collaborated with the project assistant to facilitate software development and testing process.
Math and Physics Teacher @ AYANE Seminar (文音ゼミナール)
• Taught mathematics and physics to students in preparation for the Examination for Japanese University (EJU).