Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory - Long, Lin; He, Yichen; Ye, Wentao; Pan, Yiyuan; Lin, Yuan; Li, Hang; Zhao, Junbo; Li, Wei (International Conference on Learning Representations, 2026)