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Efficient Computing

6,898 papers

Papers per year

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503
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Papers

Exploring the Power of Graph Neural Networks in Solving Linear Optimization Problems AISTATS 2024
Queuing dynamics of asynchronous Federated Learning AISTATS 2024
A Neural Architecture Predictor based on GNN-Enhanced Transformer AISTATS 2024
Efficient Neural Architecture Design via Capturing Architecture-Performance Joint Distribution AISTATS 2024
BlockBoost: Scalable and Efficient Blocking through Boosting AISTATS 2024
SPEED: Experimental Design for Policy Evaluation in Linear Heteroscedastic Bandits AISTATS 2024
Training a Tucker Model With Shared Factors: a Riemannian Optimization Approach AISTATS 2024
Timing as an Action: Learning When to Observe and Act AISTATS 2024
Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection AISTATS 2024
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning AISTATS 2024
Coreset Markov chain Monte Carlo AISTATS 2024
A CURATEd CATalog: Rethinking the Extraction of Pretraining Corpora for Mid-Resourced Languages COLING 2024
A Lightweight Approach to a Giga-Corpus of Historical Periodicals: The Story of a Slovenian Historical Newspaper Collection COLING 2024
Can Multiple-choice Questions Really Be Useful in Detecting the Abilities of LLMs? COLING 2024
Code Defect Detection Using Pre-trained Language Models with Encoder-Decoder via Line-Level Defect Localization COLING 2024
Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks COLING 2024
Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs COLING 2024
Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study COLING 2024
EEE-QA: Exploring Effective and Efficient Question-Answer Representations COLING 2024
Enhancing Parameter-efficient Fine-tuning with Simple Calibration Based on Stable Rank COLING 2024
EpiGEN: An Efficient Multi-Api Code GENeration Framework under Enterprise Scenario COLING 2024
Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings COLING 2024
Evaluating Workflows for Creating Orthographic Transcripts for Oral Corpora by Transcribing from Scratch or Correcting ASR-Output COLING 2024
Find-the-Common: A Benchmark for Explaining Visual Patterns from Images COLING 2024
FlattenQuant: Breaking through the Inference Compute-bound for Large Language Models with Per-tensor Quantization COLING 2024