Investigating Advanced Reasoning of Large Language Models via Black-Box Interaction. - Congchi Yin; Tianyi Wu; Yankai Shu; Alex Gu; Yunhan Wang; Jun Shao; Xun Jiang; Piji Li (CoRR, 2025)