{"total":13,"rows":[{"id":"2505.18875","title":"Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation","created":"2025-05-24","cited_by_count":106,"area":"diffusion"},{"id":"2502.21079","title":"Training-free and Adaptive Sparse Attention for Efficient Long Video Generation","created":"2025-02-28","cited_by_count":69,"area":"diffusion"},{"id":"2509.24006","title":"SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse-Linear Attention","created":"2025-09-28","cited_by_count":58,"area":"diffusion"},{"id":"2602.12675","title":"SLA2: Sparse-Linear Attention with Learnable Routing and QAT","created":"2026-02-13","cited_by_count":22,"area":"diffusion"},{"id":"2509.01085","title":"Bidirectional Sparse Attention for Faster Video Diffusion Training","created":"2025-09-01","cited_by_count":19,"area":"diffusion"},{"id":"2602.13515","title":"SpargeAttention2: Trainable Sparse Attention via Hybrid Top-k+Top-p Masking and Distillation Fine-Tuning","created":"2026-02-13","cited_by_count":18,"area":"diffusion"},{"id":"2502.07590","title":"DSV: Exploiting Dynamic Sparsity to Accelerate Large-Scale Video DiT Training","created":"2025-02-11","cited_by_count":15,"area":"diffusion"},{"id":"2509.23681","title":"QuantSparse: Comprehensively Compressing Video Diffusion Transformer with Model Quantization and Attention Sparsification","created":"2025-09-28","cited_by_count":7,"area":"diffusion"},{"id":"2603.09582","title":"BinaryAttention: One-Bit QK-Attention for Vision and Diffusion Transformers","created":"2026-03-10","cited_by_count":1,"area":"diffusion"},{"id":"2605.19726","title":"Efficient Long-Context Modeling in Diffusion Language Models via Block Approximate Sparse Attention","created":"2026-05-19","cited_by_count":1,"area":"diffusion"},{"id":"2605.30325","title":"Veda: Scalable Video Diffusion via Distilled Sparse Attention","created":"2026-05-28","cited_by_count":1,"area":"diffusion"},{"id":"2608.03335","title":"SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference","created":"2026-08-04","cited_by_count":0,"area":"diffusion"},{"id":"2610.14672","title":"Competition Domains Matter: Selective Head Globalization for Training-Free Sparse Attention in Video Diffusion Transformers","created":"2026-10-10","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}