AgenticDataBench: A Comprehensive Benchmark for Data Agents Paper • 2607.01647 • Published 1 day ago • 18
TurboServe: Serving Streaming Video Generation Efficiently and Economically Paper • 2606.19271 • Published 17 days ago • 26
FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale Paper • 2605.14445 • Published May 14 • 21
Causal Forcing++: Scalable Few-Step Autoregressive Diffusion Distillation for Real-Time Interactive Video Generation Paper • 2605.15141 • Published May 14 • 96
KernelBench-X: A Comprehensive Benchmark for Evaluating LLM-Generated GPU Kernels Paper • 2605.04956 • Published May 6 • 7
6Bit-Diffusion: Inference-Time Mixed-Precision Quantization for Video Diffusion Models Paper • 2603.18742 • Published Mar 19 • 11
HybridStitch: Pixel and Timestep Level Model Stitching for Diffusion Acceleration Paper • 2603.07815 • Published Mar 8 • 10
SVG-EAR: Parameter-Free Linear Compensation for Sparse Video Generation via Error-aware Routing Paper • 2603.08982 • Published Mar 9 • 16
SpargeAttention2: Trainable Sparse Attention via Hybrid Top-k+Top-p Masking and Distillation Fine-Tuning Paper • 2602.13515 • Published Feb 13 • 45
SLA2: Sparse-Linear Attention with Learnable Routing and QAT Paper • 2602.12675 • Published Feb 13 • 59
Geometry-Aware Rotary Position Embedding for Consistent Video World Model Paper • 2602.07854 • Published Feb 8 • 10
Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization Paper • 2602.02958 • Published Feb 3 • 34
Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs Paper • 2601.17058 • Published Jan 22 • 190
TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times Paper • 2512.16093 • Published Dec 18, 2025 • 97
UltraViCo: Breaking Extrapolation Limits in Video Diffusion Transformers Paper • 2511.20123 • Published Nov 25, 2025 • 18
AdaSPEC: Selective Knowledge Distillation for Efficient Speculative Decoders Paper • 2510.19779 • Published Oct 22, 2025 • 62