Hi there! My name is Levina Mengting Li, a first year Ph.D. student at Nanyang Technological University (NTU), where I am fortunate to be advided by Prof.Siqiang Luo and Prof. Han Yu. Prior to joining NTU, I received my Bachelor’s degree at University of California, Los Angeles (UCLA), while I was doing research supervised by Prof. Kai-Wei Chang and Prof. Ying Nian Wu, working closely with Eric Hanchen Jiang.

🔎 Research

My current research interests focus on these key areas:

a) World Models

b) AI for Science/Biology

📃 Publications

† Equal Contribution (Co-first listed in random order)

: GTD: Dynamic Generation of Multi LLM Agents Communication Topologies with Graph Diffusion Models; Eric Hanchen Jiang†, Mengting Li†, Guancheng Wan;, Sophia Yin;, Yuchen Wu, Xiao Liang, Xinfeng Li, Yizhou Sun, Wei Wang, Kai-Wei Chang, Ying Nian Wu; Accepted to ACL ARR, 2026

: Agent Q-Mix: Selecting the Right Action for LLM Multi-Agent Systems through Reinforcement Learning; Eric Hanchen Jiang†, Levina Li†, Rui Sun, Xiao Liang, Yubei Li, Yuchen Wu, Haozheng Luo, Hengli Li, Zhi Zhang, Zhaolu Kang, Kai-Wei Chang, Ying Nian Wu.; Submitted to COLM, 2026

: RAAS: LLM Agentic System Architecture Search with GRPO; Jiayi Yang†, Guancheng Wan† Mengting Li†, Wnke Huang, Jinhe Bi, Han Zhang, Eric Hanchen Jiang, Yizhou Sun, Wei Wange; Accepted to AAAI 2026 @ Agentic AI Benchmarks and Applications for Enterprise Tasks