🇸🇬

QI4U in Singapore

2026.08.25 - 08.27

Japan-Singapore Workshop on Applied Quantum Optimization

The Japan-Singapore Workshop on Applied Quantum Optimization is a joint international workshop that introduces students and researchers to emerging quantum approaches for solving large-scale optimization problems in logistics, scheduling, manufacturing, healthcare, and other domains.

The workshop combines foundational lectures, hands-on tutorials, industry-inspired challenge problems, and collaborative project development. Participants will gain exposure to both quantum annealing and gate-based variational approaches while interacting with researchers from Singapore and Japan working at the intersection of quantum computing, artificial intelligence, and optimization.

【Objectives】
1. Learn the foundations of quantum optimization methods, including quantum annealing, Ising/QUBO modeling, and gate-based variational quantum algorithms.
2. Gain hands-on experience running optimization models on real quantum hardware and cloud platforms, including systems from D-Wave Systems, Quantinuum, and IBM.
3. Explore real-world optimization applications and industrial use cases.
4. Develop prototype formulations, algorithms, or proof-of-concept implementations.
5. Foster collaborative research interactions between participants from Singapore and Japan.

【Target Participants】
Undergraduate and graduate students, early-career researchers and practitioners, and senior high-school students with strong quantitative backgrounds

【Language】
English

Programme

Tentative programme (Singapore time)

Day
Time
Content
Day 1
10:00 - 10:15
Registration and Opening Remarks
10:15 - 11:00
Keynote Lecture 1: Masayuki Ohzeki
Title to be decided
11:00 - 11:45
Keynote Lecture 2: Hoong Chuin Lau
Hybrid Quantum-Classical Approaches for Optimization
11:45 - 13:00
Lunch
13:00 - 13:30(30 min)
Research showcase: Solving Constrained Optimization with Custom Penalty VQE
(Presenter: Xinwei Lee, SMU)
13:30 - 14:00(30 min)
Research Showcase from the SMU Quantum Optimization Group
(Presenter: Monit Sharma,SMU)
14:00 - 15:00(60 min)
SMU’s presentation on gate-based quantum computing hands-on
15:00 - 15:30
Coffee Break
15:30 - 16:00(30 min)
Introduction to Quantum Annealing (Mizuki Muto, Tohoku University)
“Applications of Quantum Annealing and How to Formulate QUBO Problems (Temporary)”
16:00 - 16:30(30 min)
Quantum Annealing Application Hands-on I (Takumi Okuyama, Tohoku University)
“Optimizing Traffic and Traffic Lights Using Quantum Annealing (Temporary)”
16:30 - 17:00(30 min)
Quantum Annealing Application Hands-on II (Kouki Fujiwara, Tohoku University)
“Portfolio Optimization Using Quantum Annealing (Temporary)”
17:00 - 17:30(30 min)
Group Work I : Grouping and discussion on group member assignments
Day 2
10:00 - 11:00
Tutorial: Implementing Optimization Models on Quantum Hardware
11:00 - 12:00
Group Work I: Problem Exploration and Idea Development
12:00 - 13:00
Lunch
13:00 - 15:00
Group Work II: Topic Selection, Formulation, Implementation, and Experimental Evaluation
15:00 - 15:30
Coffee Break
15:30 - 17:00
Group Work II: Topic Selection, Formulation, Implementation, and Experimental Evaluation
Day 3
10:00 - 12:00
Group Work III: Final Computation, Analysis, and Presentation Preparation
12:00 - 13:00
Lunch
13:00 - 15:00
Final Group Presentations
15:00 - 15:30
Coffee Break
15:30 - 16:30
Closing Remarks and Discussion on Future Collaborations
Day 4
Optional
Follow-up research collaboration session for selected participants and collaborators interested in continuing project discussions, preparing joint research proposals, or exploring longer-term academic and industry partnerships

Lecturers

Prof. Masayuki Ohzeki

Prof. Masayuki Ohzeki

Graduate School of Information Sciences, Tohoku University

Hoong Chuin Lau

Prof. Hoong Chuin Lau

Singapore Management University

Assoc. Prof. Rumiko Honda

Assoc. Prof. Rumiko Honda

Graduate School of Information Sciences, Tohoku University

Student Mentors and Support Staff

Mitsunobu Kanebako

Mitsunobu Kanebako

Graduate School of Information Sciences, Tohoku University

Doctoral Student (1st-year)

Takuma Yoshihara

Takuma Yoshihara

Graduate School of Information Sciences, Tohoku University

Master’s Student (2nd-year)

Takumi Okuyama

Takumi Okuyama

Graduate School of Information Sciences, Tohoku University

Master’s Student (2nd-year)

Kouki Fujiwara

Kouki Fujiwara

Graduate School of Information Sciences, Tohoku University

Master’s Student (2nd-year)

Tomohisa Okada

Tomohisa Okada

Graduate School of Information Sciences, Tohoku University

Completed Master’s Program

Yuma Matsumoto

Yuma Matsumoto

Department of Physics, School of Science, Institute of Science Tokyo

Completed Master’s Program

Mizuki Muto

Mizuki Muto

Tohoku University