Thinking in Dynamics: How Multimodal Large Language Models Perceive, Track, and Reason Dynamics in Physical 4D World. - Yuzhi Huang; Kairun Wen; Rongxin Gao; Dongxuan Liu; Yibin Lou; Jie Wu; Jing Xu; Jian Zhang; Zheng Yang; Yunlong Lin; Chenxin Li; Panwang Pan; et al. (CoRR, 2026)

Purging the Gray Zone: Latent-Geometric Denoising for Precise Knowledge Boundary Awareness. - Hao An; Yibin Lou; Jiayi Guo; Yang Xu (CoRR, 2026)