← Application Areas
Machine Learning › Application Areas ›

Efficient Computing

6876 directly classified papers

Papers per year

Papers

Compress-then-Rank: Faster and Better Listwise Reranking with Large Language Models via Ranking-Aware Passage Compression AAAI 2026
HyperGLLM: An Efficient Framework for Endpoint Threat Detection via Hypergraph-Enhanced Large Language Models AAAI 2026
Assessing the Quality of AI-Generated Exams: A Large-Scale Field Study AAAI 2026
Promoting Sustainable Web Agents: Benchmarking and Estimating Energy Consumption Through Empirical and Theoretical Analysis AAAI 2026
Breaking the Resource Monopoly: LLM Post-Training and Serving with Modest Data and Compute AAAI 2026
Towards Aligned and Efficient Large Language Models AAAI 2026
Adaptive Compute Efficient Learning via Conceptual-Criticality (Student Abstract) AAAI 2026
Algorithms for Context Engineering in LLM Inference: Optimization of Placement, Compression, and Scheduling AAAI 2026
Plug-and-Play Versatile Compressed Video Enhancement CVPR 2025
MobileMamba: Lightweight Multi-Receptive Visual Mamba Network CVPR 2025
ECCC: Edge Code Cloak Coder for Privacy Code Agent EMNLP 2025
Bridging the Gap between Gaussian Diffusion Models and Universal Quantization for Image Compression CVPR 2025
YNU-HPCC at SemEval-2025 Task 8: Enhancing Question-Answering over Tabular Data with TableGPT2 ACL 2025
DeepCompress-ViT: Rethinking Model Compression to Enhance Efficiency of Vision Transformers at the Edge CVPR 2025
OAC: Output-adaptive Calibration for Accurate Post-training Quantization AAAI 2025
TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models ACL 2025
Accelerating Dense LLMs via L0-regularized Mixture-of-Experts ACL 2025
SLVR: Super-Light Visual Reconstruction via Blueprint Controllable Convolutions and Exploring Feature Diversity Representation CVPR 2025
Assigning Distinct Roles to Quantized and Low-Rank Matrices Toward Optimal Weight Decomposition ACL 2025
Embracing Large Language Models in Traffic Flow Forecasting ACL 2025
COGUMELO at SemEval-2025 Task 3: A Synthetic Approach to Detecting Hallucinations in Language Models based on Named Entity Recognition ACL 2025
RivuletMLP: An MLP-based Architecture for Efficient Compressed Video Quality Enhancement CVPR 2025
SoLA: Leveraging Soft Activation Sparsity and Low-Rank Decomposition for Large Language Model Compression AAAI 2025
One-Step Event-Driven High-Speed Autofocus CVPR 2025
QOS: Quantum Operating System OSDI 2025