2 papers
cs.CV2026
Vision Inference Former: Sustaining Visual Consistency in Multimodal Large Language Models
Xinpeng Dong, Min Zhang, Kairong Han +3
In recent years, multimodal large language models (MLLMs) have achieved remarkable progress, primarily attributed to effective paradigms for integrating visual and textual informat…
cs.CL2025
CDLM: Causal Concept-Guided Diffusion Large Language Models
Kairong Han, Nuanqiao Shan, Ziyu Zhao +6
Autoregressive (AR) language models and Diffusion Language Models (DLMs) constitute the two principal paradigms of large language models. However, both paradigms suffer from insuff…