From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization - Ji, Haonian; Qiu, Shi; Xin, Siyang; Han, Siwei; Chen, Zhaorun; Zhang, Dake; Wang, Hongyi; Yao, Huaxiu (International Conference on Learning Representations, 2026)