@article{compassbenchmarkingconstrainedoptimizati,
  title = {COMPASS: Benchmarking Constrained Optimization in LLM Agents},
  author = {Tian Qin and Felix Bai and Ting-Yao Hu and Raviteja Vemulapalli and Hema Swetha Koppula and Zhiyang Xu and Bowen Jin and Mert Cemri and Jiarui Lu and Zirui Wang and Meng Cao},
  year = {2025},
  eprint = {2510.07043},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.07043},
}