Concepedia

Huan Song

HS

10

Publications

790

Citations

10

H-Index

2017

Active since

Affiliations

Lawrence Livermore National Laboratory(Current)

Arizona State University

IBM Research - Almaden

IBM Research - Thomas J. Watson Research Center

Huan Song is an author at Lawrence Livermore National Laboratory specializing in engineering, deep learning, and computer science.

Top concepts

EngineeringDeep LearningComputer ScienceMachine LearningData ScienceNatural Language ProcessingMachine TranslationPattern RecognitionLanguageMedicine

Publications per year

2017–2024

10

Publications

10

Attend and Diagnose: Clinical Time Series Analysis Using Attention Models

Huan Song, Deepta Rajan, Jayaraman J. Thiagarajan et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 425 citations · Full text

Structured Prediction, Engineering, Machine Learning +23

Improve Unsupervised Domain Adaptation with Mixup Training

Shen Yan, Huan Song, Nanxiang Li et al. · arXiv (Cornell University) · 2020 · 122 citations · Full text

Artificial Intelligence, Few-shot Learning, Engineering +18

Optimizing Kernel Machines Using Deep Learning

Huan Song, Jayaraman J. Thiagarajan, Prasanna Sattigeri et al. · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 59 citations · Full text

Geometric Learning, Deep Neural Networks, Engineering +13

Graph Neural Prompting with Large Language Models

Yijun Tian, Huan Song, Zichen Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 43 citations · Full text

Artificial Intelligence, Llm Fine-tuning, Engineering +19

Attend and Diagnose: Clinical Time Series Analysis using Attention Models

Huan Song, Deepta Rajan, Jayaraman J. Thiagarajan et al. · arXiv (Cornell University) · 2017 · 42 citations · Full text

Structured Prediction, Engineering, Machine Learning +25

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