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Efficient Computing

6876 directly classified papers

Papers per year

Papers

MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding NAACL 2025
PLD+: Accelerating LLM Inference by Leveraging Language Model Artifacts NAACL 2025
Choose Your Words Wisely: Domain-adaptive Masking Makes Language Models Learn Faster NAACL 2025
Vocabulary-level Memory Efficiency for Language Model Fine-tuning NAACL 2025
On the Robustness of Agentic Function Calling NAACL 2025
Assay2Mol: Large Language Model-based Drug Design Using BioAssay Context EMNLP 2025
Exploring Semantic Filtering Heuristics For Efficient Claim Verification ACL 2025
SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression EMNLP 2025
Efficient Traffic Prediction Through Spatio-Temporal Distillation AAAI 2025
How to Make Large Language Models Generate 100% Valid Molecules? EMNLP 2025
GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression EMNLP 2025
COUNTDOWN: Contextually Sparse Activation Filtering Out Unnecessary Weights in Down Projection EMNLP 2025
AHCPTQ: Accurate and Hardware-Compatible Post-Training Quantization for Segment Anything Model ICCV 2025
Learning Hierarchical Line Buffer for Image Processing ICCV 2025
LeanVAE: An Ultra-Efficient Reconstruction VAE for Video Diffusion Models ICCV 2025
EA-Vit: Efficient Adaptation for Elastic Vision Transformer ICCV 2025
TCFG: Truncated Classifier-Free Guidance for Efficient and Scalable Text-to-Image Acceleration ICCV 2025
Keyframe-oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-Form Video Processing ICCV 2025
AVAM: a Universal Training-free Adaptive Visual Anchoring Embedded into Multimodal Large Language Model for Multi-image Question Answering ICCV 2025
DC-ControlNet: Decoupling Inter- and Intra-Element Conditions in Image Generation with Diffusion Models ICCV 2025
OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning ICCV 2025
MobileIE: An Extremely Lightweight and Effective ConvNet for Real-Time Image Enhancement on Mobile Devices ICCV 2025
MobileViCLIP: An Efficient Video-Text Model for Mobile Devices ICCV 2025
Adaptive Routing of Text-to-Image Generation Requests Between Large Cloud Model and Light-Weight Edge Model ICCV 2025
HierDiffuse: Progressive Diffusion for Robust Interest Fusion in CTR Prediction EMNLP 2025