Efficient Computing

Efficient Training for Human Video Generation with Entropy-Guided Prioritized Progressive Learning CVPR 2026 EvoComp: Learning Visual Token Compression for Multimodal Large Language Models via Semantic-Guided Evolutionary Labeling CVPR 2026 Evolving Sparsity: Leveraging Token Importance Dynamics for Efficient LLM Decoding with Sparse Attention ACL 2026 Fast3Dcache: Training-free 3D Geometry Synthesis Acceleration CVPR 2026 Fast and Accurate Fisher-Guided Quantization via Efficient Kronecker Factorization ACL 2026 Fine-Grained Post-Training Quantization for Large Vision Language Models with Quantization-Aware Integrated Gradients CVPR 2026 FlashVGGT: Efficient and Scalable Visual Geometry Transformers with Compressed Descriptor Attention CVPR 2026 FlexiVideo: Variation-Aware Temporal Dynamics Modeling for Efficient Video Understanding CVPR 2026 Focus-dLLM: Accelerating Long-Context Diffusion LLM Inference via Confidence-Guided Context Focusing ACL 2026 FoE: Forest of Errors Makes the First Solution the Best in Large Reasoning Models ACL 2026 Forecast the Principal, Stabilize the Residual: Subspace-Aware Feature Caching for Diffusion Transformers CVPR 2026 FoSS: Modeling Long-Range Dependencies and Multimodal Uncertainty in Trajectory Prediction via Fourier-State Space Integration CVPR 2026 From Local to Global: Revisiting Structured Pruning Paradigms for Large Language Models ACL 2026 From Sketch to Fresco: Efficient Diffusion Transformer with Progressive Resolution CVPR 2026 GeoRK2: Geometry-Guided Runge-Kutta Integration for Diffusion Transformer Acceleration CVPR 2026 GMoE: Global Mixture of Experts with Logit Propagation ACL 2026 GraCE: Unlocking CUDA Graphs with Compiler Support for ML Workloads OSDI 2026 Gradient Knows Best: Mixed-Precision Quantization via Gradient-Guided Bit Allocation for Super-Resolution CVPR 2026 GRASPrune: Global Gating for Budgeted Structured Pruning of Large Language Models ACL 2026 Guiding Token-Sparse Diffusion Models CVPR 2026 HAWK: Head Importance-Aware Visual Token Pruning in Multimodal Models CVPR 2026 HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding ACL 2026 HeSS: Head Sensitivity Score for Sparsity Redistribution in VGGT CVPR 2026 Heterogeneity at Hyperscale: Characterization and Scheduling of Large Production AI Clusters at Alibaba (Operational Systems) OSDI 2026 HeteroSpec: Leveraging Contextual Heterogeneity for Efficient Speculative Decoding ACL 2026