Author

Jiahao He

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#natural language process... Preprint Oct 2026

HLA: Expressive Hybrid Linear Attention via Chunk-Wise Dynamic Mixing

Linear attention enables efficient long-context autoregressive decoding by compressing history into recurrent states, but this compression can make selective access to sparse and distant information difficult. Existing chunk-based extensions increase memory capacity, yet learned chunk-mixing coefficients may remain fix...

Zhuo-Kun Chen, Xi Lin, Xi-Yu Wu et al. · 0 citations

Jul 2026

GrainGS: Gradient-Decoupled Gaussian Splatting for Efficient Dynamic Novel View Synthesis

GrainGS is a dynamic Gaussian framework that combines a hierarchical anchor scaffold with per-Gaussian deformation that achieves high reconstruction quality, real-time novel view synthesis, and compact storage.

Jiahao He, Yi-Hua Shao, Zhengkai Zhao et al. · arXiv.org · 0 citations