@inproceedings{Zixuan-MAS,
author = {Zixuan Ke and Yifei Ming and Austin Xu and Ryan Chin and Xuan-Phi Nguyen and Prathyusha Jwalapuram and Jiayu Wang and Semih Yavuz and Caiming Xiong and Shafiq Joty},
booktitle = {International Conference on Machine Learning},
series = {ICML-26},
title = {MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks},
url = {https://vincent950129.github.io/mas-design/mas_r1/},
year = {2026}
}