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Efficient Computing

6,876 papers

Papers per year

Papers

Patient-Centric Multilingual Question Answering and Summary Generation for Head and Neck Cancer and Blood Donation AACL 2025
AI for Data Ingestion into IPAC Archives AACL 2025
Sustainable Wearables for Health Applications and Beyond via Uncertainty-Aware Energy Management IJCAI 2025
MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence NIPS 2024
Differentiable Modal Synthesis for Physical Modeling of Planar String Sound and Motion Simulation NIPS 2024
KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization NIPS 2024
D-LLM: A Token Adaptive Computing Resource Allocation Strategy for Large Language Models NIPS 2024
WildPPG: A Real-World PPG Dataset of Long Continuous Recordings NIPS 2024
Faster Local Solvers for Graph Diffusion Equations NIPS 2024
QBB: Quantization with Binary Bases for LLMs NIPS 2024
KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization NIPS 2024
Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices NIPS 2024
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models NIPS 2024
ReGS: Reference-based Controllable Scene Stylization with Gaussian Splatting NIPS 2024
Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution NIPS 2024
PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression NIPS 2024
Can Graph Learning Improve Planning in LLM-based Agents? NIPS 2024
Towards Scalable and Stable Parallelization of Nonlinear RNNs NIPS 2024
Rethinking Imbalance in Image Super-Resolution for Efficient Inference NIPS 2024
You Only Cache Once: Decoder-Decoder Architectures for Language Models NIPS 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration NIPS 2024
Kraken: Inherently Parallel Transformers For Efficient Multi-Device Inference NIPS 2024
SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training NIPS 2024
Spiking Transformer with Experts Mixture NIPS 2024
Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training NIPS 2024