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krishnateja95 

authored 4 papers 4 months ago

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

LExI: Layer-Adaptive Active Experts for Efficient MoE Model Inference

Paper • 2509.02753 • Published Sep 2, 2025

ImageNet-Think-250K: A Large-Scale Synthetic Dataset for Multimodal Reasoning for Vision Language Models

Paper • 2510.01582 • Published Oct 2, 2025

memani 

authored 5 papers 4 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

stockeh 

authored 2 papers 4 months ago

Swift: An Autoregressive Consistency Model for Efficient Weather Forecasting

Paper • 2509.25631 • Published Sep 30, 2025 • 2

AERIS: Argonne Earth Systems Model for Reliable and Skillful Predictions

Paper • 2509.13523 • Published Sep 16, 2025 • 7

Zilinghan 

authored 4 papers 6 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 • 3

memani 

authored 2 papers about 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

Hassanharb 

authored a paper about 1 year ago

Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry

Paper • 2411.15221 • Published Nov 20, 2024 • 30

sraskar 

authored a paper about 1 year ago

Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation

Paper • 2304.05430 • Published Apr 11, 2023

krishnateja95 

authored a paper over 1 year ago

A Survey of Techniques for Optimizing Transformer Inference

Paper • 2307.07982 • Published Jul 16, 2023