When Gradient Optimization Is Not Enough: † Dispersive and Anchoring Geometric Regularizer for Multimodal Learning. - Zixuan Xia; Hao Wang; Pengcheng Weng; Yanyu Qian; Yangxin Xu; William Dan; Fei Wang (CoRR, 2026)

DynHD: Hallucination Detection for Diffusion Large Language Models via Denoising Dynamics Deviation Learning. - Yanyu Qian; Yue Tan; Yixin Liu 001; Wang Yu; Shirui Pan (CoRR, 2026)

COMPASS: Complete Multimodal Fusion via Proxy Tokens and Shared Spaces for Ubiquitous Sensing. - Hao Wang; Yanyu Qian; Pengcheng Weng; Zixuan Xia; William Dan; Yangxin Xu; Fei Wang (CoRR, 2026)

Purify-then-Align: Towards Robust Human Sensing under Modality Missing with Knowledge Distillation from Noisy Multimodal Teacher. - Pengcheng Weng; Yanyu Qian; Yangxin Xu; Fei Wang (CoRR, 2026)