LLM Agent

Which LLM Multi-Agent Protocol to Choose?
Which LLM Multi-Agent Protocol to Choose?

First-authored benchmark for evaluating LLM multi-agent communication protocols; introduces ProtocolRouter for adaptive protocol selection. Under review at ICLR 2026.

Oct 20, 2025

ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges

Benchmark + agent framework for open-ended real-world mathematical modeling; EMNLP 2025 submission.

May 21, 2025