Efficient Computing

LiFteR: Unleash Learned Codecs in Video Streaming with Loose Frame Referencing NSDI 2024 LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference ICLR 2024 Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis NeurIPS 2024 Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning ACL 2024 Lightweight Delivery Detection on Doorbell Cameras WACV 2024 Lightweight Image Super-Resolution via Flexible Meta Pruning ICML 2024 Linear Log-Normal Attention with Unbiased Concentration ICLR 2024 Linearly Decomposing and Recomposing Vision Transformers for Diverse-Scale Models NeurIPS 2024 LinguaLinked: Distributed Large Language Model Inference on Mobile Devices ACL 2024 LinguaMeta: Unified Metadata for Thousands of Languages COLING 2024 Linguistic LOD for Interoperable Morphological Description COLING 2024 LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning NeurIPS 2024 LitePred: Transferable and Scalable Latency Prediction for Hardware-Aware Neural Architecture Search NSDI 2024 LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network through Spatial-Temporal Compressive Network Search and Joint Optimization IJCAI 2024 LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models NeurIPS 2024 LLaMA-Adapter: Efficient Fine-tuning of Large Language Models with Zero-initialized Attention ICLR 2024 LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models ACL 2024 LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems NeurIPS 2024 LLMBox: A Comprehensive Library for Large Language Models ACL 2024 LLMCarbon: Modeling the End-to-End Carbon Footprint of Large Language Models ICLR 2024 LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment NeurIPS 2024 LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit EMNLP 2024 LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking EACL 2024 LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs IJCAI 2024 LLM in a flash: Efficient Large Language Model Inference with Limited Memory ACL 2024