2 papers
cs.CL2026
History-Guided Iterative Visual Reasoning with Self-Correction
Xinglong Yang, Zhilin Peng, Zhanzhan Liu +2
Self-consistency methods are the core technique for improving the reasoning reliability of multimodal large language models (MLLMs). By generating multiple reasoning results throug…
cs.MA2025
Fresh2comm: Information Freshness Optimized Collaborative Perception
Ziyong Wu, Zhilin Peng, Lei Yu
Collaborative perception is a cornerstone of intelligent connected vehicles, enabling them to share and integrate sensory data to enhance situational awareness. However, measuring…