First-author paper submitted to ICML 2026 ๐Ÿ“„

Jan 28, 2026 ยท 1 min read

Excited to share that my first-author paper “Which LLM Multi-Agent Protocol to Choose?” has been submitted to ICML 2026!

Paper Highlights

  • ProtocolBench: A benchmark that systematically compares agent communication protocols (A2A, ACP, ANP, Agora, etc.) along four axes: task success, latency, message overhead, and robustness.
  • ProtocolRouter: A learnable router that adaptively selects the best protocol per scenario, reducing Fail-Storm recovery time by up to 18.1%.

๐Ÿ“„ Preprint: arXiv:2510.17149
๐Ÿ’ป Code & Benchmark: GitHub

Fingers crossed for good reviews! ๐Ÿคž

Hongyi Du
Authors
Hongyi Du
Incoming M.S. Student & Research Assistant