WANG Xinrun

WANG Xinrun is an Assistant Professor and Lee Kong Chian Fellow at the School of Computing and Information Systems, Singapore Management University, where he joined in July 2024. He holds a PhD from Nanyang Technological University (2020).

His research spans:

• Fundamental decision making (single/multi-agent reinforcement learning)
• Applied decision systems (FinTech, urban security, scientific AI)
• Foundation agents (computer control, automated research)

with emphasis on unified frameworks for complex problem-solving.

His publication portfolio (15 most recent shown) demonstrates consistent focus on reinforcement learning innovations, multi-agent game theory, and financial AI applications, with papers in ICLR, NeurIPS, AAAI, and KDD. Key trends include foundation model integration, decision-making unification, and real-world deployment.

Awards include the Lee Kong Chian Fellowship.

He advises PhD student ZHOU Shunchao and leads a research group developing:

• Reinforcement learning for FinTech
• Multi-agent systems for urban security
• Foundation agents for scientific discovery

while actively recruiting students and collaborators for these initiatives.