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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Beehive: A Scalable Disaggregated Memory Runtime Exploiting Asynchrony of Multithreaded Programs NSDI 2025
FastVLM: Self-Speculative Decoding for Fast Vision-Language Model Inference IJCNLP 2025
Portcullis: A Scalable and Verifiable Privacy Gateway for Third-Party LLM Inference AAAI 2025
Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation AAAI 2025
NDD: A Decision Diagram for Network Verification NSDI 2025
Efficient Beam Search for Large Language Models Using Trie-Based Decoding EMNLP 2025
TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model CVPR 2025
RL-RC-DoT: A Block-level RL agent for Task-Aware Video Compression CVPR 2025
VQ4DiT: Efficient Post-Training Vector Quantization for Diffusion Transformers AAAI 2025
Efficient Video Super-Resolution for Real-time Rendering with Decoupled G-buffer Guidance CVPR 2025
Thought calibration: Efficient and confident test-time scaling EMNLP 2025
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute CVPR 2025
DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs EMNLP 2025
Till the Layers Collapse: Compressing a Deep Neural Network Through the Lenses of Batch Normalization Layers. AAAI 2025
TCFG: Truncated Classifier-Free Guidance for Efficient and Scalable Text-to-Image Acceleration ICCV 2025
On Probabilistic Truncation in Privacy-preserving Machine Learning AAAI 2025
SCV: Light and Effective Multi-Vector Retrieval with Sequence Compressive Vectors COLING 2025
Singular Value Scaling: Efficient Generative Model Compression via Pruned Weights Refinement AAAI 2025
Reliever: Relieving the Burden of Costly Model Fits for Changepoint Detection JMLR 2025
Don’t Think It Twice: Exploit Shift Invariance for Efficient Online Streaming Inference of CNNs AAAI 2025
Certified Machine Unlearning Under High Dimensional Regime JMLR 2025
SMMF: Square-Matricized Momentum Factorization for Memory-Efficient Optimization AAAI 2025
Efficient 3D Recognition with Event-driven Spike Sparse Convolution AAAI 2025
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding NAACL 2025
Hierarchy Knowledge Graph for Parameter-Efficient Entity Embedding IJCAI 2025