Beyond Memorization: Reasoning-Driven Synthesis as a Mitigation Strategy Against Benchmark Contamination. - Terry Jingchen Zhang; Gopal Dev; Ning Wang; Nicole Ni; Wenyuan Jiang; Yinya Huang; Bernhard Schölkopf; Mrinmaya Sachan; Zhijing Jin 001 (CoRR, 2025)