Computer Science Undergraduate Wins Best Paper Award at ISACE 2026

A research paper led by Song Yuexi, a Computer Science undergraduate at NUS Computing and member of the NUS Tennis Team, has received the Best Paper Award at the 3rd International Sports Analytics Conference and Exhibition (ISACE 2026).

The paper, TANS-Agent: Structured, Multi-Agent Tactical Reasoning for Tennis Match Analysis and Strategy Recommendation, introduces a multi-agent AI framework that uses a structured notation system to support tennis match analysis and tactical strategy recommendation. By grounding large language model (LLM) agents in explicit spatial and tactical representations, the framework enables more interpretable, consistent, and tactically grounded recommendations.

The research was conducted under the guidance of Professor Liang Zhenkai.

Congratulations to Song Yuexi, Professor Liang, and the team on this achievement.