2 papers
cs.CV2026
Gram-Anchored Prompt Learning for Vision-Language Models via Second-Order Statistics
Minglei Chen, Weilong Wang, Jiang Duan +1
Parameter-efficient prompt learning has become the de facto standard for adapting Vision-Language Models (VLMs) to downstream tasks. Existing approaches predominantly focus on alig…
cs.CL2025
SKYLENAGE Technical Report: Mathematical Reasoning and Contest-Innovation Benchmarks for Multi-Level Math Evaluation
Hu Wei, Ze Xu, Boyu Yang +15
Large language models (LLMs) now perform strongly on many public math suites, yet frontier separation within mathematics increasingly suffers from ceiling effects. We present two c…