Hello, I'm Shuyue.

I'm a researcher at Shanghai Artificial Intelligence Laboratory in Shanghai, China. My research interests include, but are not limited to, multi-agent systems, large language models, and game theory.

Currently, my focus is on the intersection of large language models and multi-agent systems. Specifically, I am interested in: (i) improving the performance of LLMs by applying theories, principles, and methodologies from multi-agent systems, and (ii) using LLMs to address the open challenges within multi-agent systems.

What's new:

April 2025

Our paper "Understanding When and Why Graph Attention Mechanisms Work via Node Classification" was accepted to ICML 2025!

January 2025

Our paper "Payoff Control in Multichannel Games: Influencing Opponent Learning Evolution" was accepted to IEEE Transactions on Cybernetics!

October 2024

Our paper "Beyond a Binary Theorizing of Prosociality" was accepted to PNAS!

May 2024

Our paper "Emergence of Social Norms in Generative Agent Societies: Principles and Architecture" was accepted to the HAI track (acceptance rate: 4%) of IJCAI 2024!

May 2024

Our paper "Configurable Mirror Descent: Towards a Unification of Decision Making" was accepted to ICML 2024!

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