Concepedia

Furong Huang

FH

31

Publications

1K

Citations

17

H-Index

2010

Active since

Affiliations

University of Maryland, College Park(Current)

University of California, Irvine

Jinan University

Ministry of Ecology and Environment

Nvidia (United Kingdom)

Furong Huang is an author at University of Maryland, College Park specializing in engineering, data science, and computer science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningDeep LearningArtificial IntelligencePattern RecognitionAdversarial Machine LearningComputer EngineeringData Mining

Publications per year

2010–2024

31

Publications

31

Escaping From Saddle Points --- Online Stochastic Gradient for Tensor Decomposition

Rong Ge, Furong Huang, Chi Jin et al. · arXiv (Cornell University) · 2015 · 182 citations · Full text

Mathematical Programming, Engineering, Machine Learning +16

High-dimensional structure estimation in Ising models: Local separation criterion

Animashree Anandkumar, Vincent Y. F. Tan, Furong Huang et al. · The Annals of Statistics · 2012 · 114 citations · Full text

Graph Sparsity, Engineering, Graph Theory +14

Convolutional Tensor-Train LSTM for Spatio-temporal Learning

Jiahao Su, Wonmin Byeon, Jean Kossaifi et al. · arXiv (Cornell University) · 2020 · 75 citations · Full text

Convolutional Tensor-train Lstm, Machine Vision, Machine Learning +15

Hallusionbench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models

Tianrui Guan, Fuxiao Liu, Xiyang Wu et al. · 2024 · 71 citations

Unmasking and quantifying racial bias of large language models in medical report generation

Yifan Yang, Xiaoyu Liu, Qiao Jin et al. · Communications Medicine · 2024 · 66 citations · Full text

Large Language Models, Natural Language Processing, Natural Language +11

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