VoG: Enhancing LLM Reasoning through Stepwise Verification on Knowledge Graphs - Zhao, Wenxin; Wang, Jiachuan; Zhang, Yongqi; Li, Shuangyin; Deng, Cheng; Wang, Jun; Chen, Lei (International Conference on Learning Representations, 2026)