LaMPE: Length-aware Multi-grained Positional Encoding for Adaptive Long-context Scaling Without Training. - Sikui Zhang; Guangze Gao; Ziyun Gan; Chunfeng Yuan; Zefeng Lin; Houwen Peng; Bing Li 001; Weiming Hu (CoRR, 2025)