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Training-free Acceleration

2 articles · Page 1 of 1

Sep 10, 2026 · Artificial Intelligence

DiffuTester: Accelerating Diffusion LLM Unit Test Generation via Structural Pattern Mining

DiffuTester is a training-free framework that accelerates diffusion language model unit test generation by mining shared structural patterns across test cases via AST, enabling more tokens per denoising step and achieving 2–3× speedup while maintaining coverage across Python, C++, and Java on DiffuCoder and Dream models.

ASTDiffusion LLMEMNLP 2026

0 likes · 9 min read

DiffuTester: Accelerating Diffusion LLM Unit Test Generation via Structural Pattern Mining

Bilibili Tech

Jul 24, 2026 · Artificial Intelligence

Geometry‑Aware, Training‑Free Acceleration of Diffusion Transformer Sampling (CVPR 2026 Highlight)

GeoRK2 introduces a training‑free, plug‑and‑play framework that combines second‑order Runge‑Kutta integration with low‑rank geometric correction of diffusion Transformers, enabling 4‑5× faster image, text‑to‑image, and video generation while preserving high visual quality and stability.

Geometry-Aware SamplingPlug-and-PlayRunge-Kutta

0 likes · 17 min read

Geometry‑Aware, Training‑Free Acceleration of Diffusion Transformer Sampling (CVPR 2026 Highlight)

Training-free Acceleration

DiffuTester: Accelerating Diffusion LLM Unit Test Generation via Structural Pattern Mining

Geometry‑Aware, Training‑Free Acceleration of Diffusion Transformer Sampling (CVPR 2026 Highlight)

Geometry‑Aware, Training‑Free Acceleration of Diffusion Transformer Sampling (CVPR 2026 Highlight)