Author

Xinyue Ye

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#machine learning Preprint Aug 2026

SolarFlowRefiner: Refinement-Aware Flow Matching for Surface Solar Radiation Downscaling

High-resolution surface solar radiation (SSR) is important for solar forecasting and grid operation. However, physically consistent reanalysis products are too coarse to resolve localized cloud-driven variability. In this paper, we study a multisource downscaling task that reconstructs high-resolution SolarCube SSR fie...

U. Srivastava, Antonita Racheal, Yi-Heng Chen et al. · 0 citations

Review Open access Aug 2026

Generative AI for Autonomous Driving: Frontiers and Opportunities

This survey delivers a comprehensive and critical synthesis of the emerging role of GenAI across the autonomous driving stack, delving into the frontier applications of GenAI in image, LiDAR, trajectory, occupancy, and video generation, as well as LLM-guided reasoning and decision-making.

Yu-Ping Wang, Shuo Xing, C. Cui et al. · ACM Computing Surveys · 60 citations · ⚡2