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Efficient Computing

258 directly classified papers

Papers per year

Papers

Energy Considerations of Large Language Model Inference and Efficiency Optimizations ACL 2025
Perceptual Video Compression with Neural Wrapping CVPR 2025
M3Net: Efficient Time-Frequency Integration Network with Mirror Attention for Audio Classification on Edge AAAI 2025
Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories ACL 2025
DeepRTL2: A Versatile Model for RTL-Related Tasks ACL 2025
Knowledge-Grounded Detection of Cryptocurrency Scams with Retrieval-Augmented LMs ACL 2025
Erasing Undesirable Influence in Diffusion Models CVPR 2025
Towards Loss-Resilient Image Coding for Unstable Satellite Networks AAAI 2025
SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models AAAI 2025
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit ACL 2025
Scaling Under-Resourced TTS: A Data-Optimized Framework with Advanced Acoustic Modeling for Thai ACL 2025
Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ACL 2025
Building Vision Models upon Heat Conduction CVPR 2025
Q-TempFusion: Quantization-Aware Temporal Multi-Sensor Fusion on Bird's-Eye View Representation WACV 2025
Guided and Variance-Corrected Fusion with One-shot Style Alignment for Large-Content Image Generation AAAI 2025
UniPCGC: Towards Practical Point Cloud Geometry Compression via an Efficient Unified Approach AAAI 2025
GLIC: General Format Learned Image Compression AAAI 2025
CLaSp: In-Context Layer Skip for Self-Speculative Decoding ACL 2025
GigaGS: 3D Gaussian Based Planar Representation for Large-Scene Surface Reconstruction AAAI 2025
Sketch Down the FLOPs: Towards Efficient Networks for Human Sketch CVPR 2025
VERSE: Verification-based Self-Play for Code Instructions AAAI 2025
FairTP: A Prolonged Fairness Framework for Traffic Prediction AAAI 2025
Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025
Unlocking the Power of LSTM for Long Term Time Series Forecasting AAAI 2025
Event Ellipsometer: Event-based Mueller-Matrix Video Imaging CVPR 2025