Argonne National Laboratory

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authored 5 papers 8 months ago

AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons

Paper • 2503.05731 • Published Feb 19, 2025 • 3

LM4HPC: Towards Effective Language Model Application in High-Performance Computing

Paper • 2306.14979 • Published Jun 26, 2023

AERIS: Argonne Earth Systems Model for Reliable and Skillful Predictions

Paper • 2509.13523 • Published Sep 16, 2025 • 7

MoE-Inference-Bench: Performance Evaluation of Mixture of Expert Large Language and Vision Models

Paper • 2508.17467 • Published Aug 24, 2025

PagedEviction: Structured Block-wise KV Cache Pruning for Efficient Large Language Model Inference

Paper • 2509.04377 • Published Sep 4, 2025 • 1

authored 2 papers 8 months ago

Swift: An Autoregressive Consistency Model for Efficient Weather Forecasting

Paper • 2509.25631 • Published Sep 30, 2025 • 3

AERIS: Argonne Earth Systems Model for Reliable and Skillful Predictions

Paper • 2509.13523 • Published Sep 16, 2025 • 7

authored 4 papers 10 months ago

FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices using a Computing Power Aware Scheduler

Paper • 2309.14675 • Published Sep 26, 2023 • 1

EAIRA: Establishing a Methodology for Evaluating AI Models as Scientific Research Assistants

Paper • 2502.20309 • Published Feb 27, 2025

Pathology Image Compression with Pre-trained Autoencoders

Paper • 2503.11591 • Published Mar 14, 2025 • 5

PixCell: A generative foundation model for digital histopathology images

Paper • 2506.05127 • Published Jun 5, 2025 • 4

authored 2 papers over 1 year ago

DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies

Paper • 2310.04610 • Published Oct 6, 2023 • 1

Making Machine Learning Datasets and Models FAIR for HPC: A Methodology and Case Study

Paper • 2211.02092 • Published Nov 3, 2022

authored 2 papers over 1 year ago

LSHBloom: Memory-efficient, Extreme-scale Document Deduplication

Paper • 2411.04257 • Published Nov 6, 2024

Understanding The Effectiveness of Lossy Compression in Machine Learning Training Sets

Paper • 2403.15953 • Published Mar 23, 2024

authored a paper over 1 year ago

Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation

Paper • 2304.05430 • Published Apr 11, 2023

authored a paper about 2 years ago

Scalable Reinforcement-Learning-Based Neural Architecture Search for Cancer Deep Learning Research

Paper • 1909.00311 • Published Sep 1, 2019

authored a paper over 2 years ago

CIDAR: Culturally Relevant Instruction Dataset For Arabic

Paper • 2402.03177 • Published Feb 5, 2024 • 8

authored a paper over 2 years ago

A Comprehensive Performance Study of Large Language Models on Novel AI Accelerators

Paper • 2310.04607 • Published Oct 6, 2023

authored a paper over 2 years ago

MLMC: Machine Learning Monte Carlo for Lattice Gauge Theory

Paper • 2312.08936 • Published Dec 14, 2023