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Efficient Computing

596 directly classified papers

Papers per year

Papers

ADO: Automatic Data Optimization for Inputs in LLM Prompts ACL 2025
SpikePack: Enhanced Information Flow in Spiking Neural Networks with High Hardware Compatibility ICCV 2025
Fuzzy Speculative Decoding for a Tunable Accuracy-Runtime Tradeoff ACL 2025
RAV: Retrieval-Augmented Voting for Tactile Descriptions Without Training EMNLP 2025
CSAHFL:Clustered Semi-Asynchronous Hierarchical Federated Learning for Dual-layer Non-IID in Heterogeneous Edge Computing Networks IJCAI 2025
TreeKV: Smooth Key-Value Cache Compression with Tree Structures IJCAI 2025
FBQuant: FeedBack Quantization for Large Language Models IJCAI 2025
XQuant: Achieving Ultra-Low Bit KV Cache Quantization with Cross-Layer Compression EMNLP 2025
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding NAACL 2025
Efficient Spiking Point Mamba for Point Cloud Analysis ICCV 2025
Scaling Action Detection: AdaTAD++ with Transformer-Enhanced Temporal-Spatial Adaptation ICCV 2025
Beyond the Limits: Overcoming Negative Correlation of Activation-Based Training-Free NAS ICCV 2025
ViT-Linearizer: Distilling Quadratic Knowledge into Linear-Time Vision Models ICCV 2025
FAEDKV: Infinite-Window Fourier Transform for Unbiased KV Cache Compression EMNLP 2025
ZipVL: Accelerating Vision-Language Models through Dynamic Token Sparsity ICCV 2025
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks CVPR 2025
High-Pass Kernel Prediction for Efficient Video Deblurring WACV 2025
From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers ICCV 2025
Skip-Vision: Efficient and Scalable Acceleration of Vision-Language Models via Adaptive Token Skipping ICCV 2025
Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers CVPR 2025
LaCoOT: Layer Collapse through Optimal Transport ICCV 2025
FastVAR: Linear Visual Autoregressive Modeling via Cached Token Pruning ICCV 2025
EWMoE: An Effective Model for Global Weather Forecasting with Mixture-of-Experts AAAI 2025
Aerodynamic Coefficients Prediction via Cross-Attention Fusion and Physical-Informed Training AAAI 2025
GEAR: A Scalable and Interpretable Evaluation Framework for RAG-Based Car Assistant Systems EMNLP 2025