Efficient Computing

Sparsifying Mamba EMNLP 2025 Sparsing Law: Towards Large Language Models with Greater Activation Sparsity ICML 2025 SparsyFed: Sparse Adaptive Federated Learning ICLR 2025 SPD: Sync-Point Drop for Efficient Tensor Parallelism of Large Language Models ICML 2025 SpeCache: Speculative Key-Value Caching for Efficient Generation of LLMs ICML 2025 Spectral-Refiner: Accurate Fine-Tuning of Spatiotemporal Fourier Neural Operator for Turbulent Flows ICLR 2025 Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding ICML 2025 Speculative Decoding for Multi-Sample Inference EMNLP 2025 Speculative Prefill: Turbocharging TTFT with Lightweight and Training-Free Token Importance Estimation ICML 2025 Speculative Safety-Aware Decoding EMNLP 2025 Speculative Sampling via Exponential Races ACL 2025 Speculative Streaming: Efficient and Scalable Speculative Decoding with Multi-Stream Attention EMNLP 2025 SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning EMNLP 2025 Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection COLING 2025 Speed Without Sacrifice: Fine-Tuning Language Models with Medusa and Knowledge Distillation in Travel Applications ACL 2025 Speedy-Splat: Fast 3D Gaussian Splatting with Sparse Pixels and Sparse Primitives CVPR 2025 SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking ICLR 2025 SpikF: Spiking Fourier Network for Efficient Long-term Prediction ICML 2025 SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models AAAI 2025 Spiking Transformer: Introducing Accurate Addition-Only Spiking Self-Attention for Transformer CVPR 2025 Spiking Vision Transformer with Saccadic Attention ICLR 2025 SpikingYOLOX: Improved YOLOX Object Detection with Fast Fourier Convolution and Spiking Neural Networks AAAI 2025 SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep Layers ACL 2025 SpinQuant: LLM Quantization with Learned Rotations ICLR 2025 SpiralMLP: A Lightweight Vision MLP Architecture WACV 2025