"I Loved How Pepper Talked About My Hoodie": A Situated, MI-Grounded Multimodal Architecture for Engaging Conversation. - Raiyan Ashraf; Yanni Liu; Sruthi Ganji; Jong Hoon Kim (HRI Companion, 2026)