Web-CogReasoner: Towards Multimodal Knowledge-Induced Cognitive Reasoning for Web Agents - Guo, Yuhan; guo, cong; Sun, Aiwen; He, Hongliang; Yang, Xinyu; Lu, Yue; Zhang, Yingji; Guo, Xuntao; Zhang, Dong; Liu, Jianzhuang; Duan, Jiang; Xiao, Yijia; et al. (International Conference on Learning Representations, 2026)