Furong Huang

Citirano

	Sve	Od 2019.
Citati	4356	3659
H-indeks	30	28
i10-indeks	58	56

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Suautori

Tom GoldsteinVolpi-Cupal Professor of Computer Science, University of MarylandPotvrđena adresa e-pošte na cs.umd.edu
Anima AnandkumarCalifornia Institute of Technology and NVIDIAPotvrđena adresa e-pošte na caltech.edu
Sicheng ZhuUniversity of Maryland, College ParkPotvrđena adresa e-pošte na umd.edu
Micah GoldblumColumbia UniversityPotvrđena adresa e-pošte na columbia.edu
Yanchao SunApple, Inc.Potvrđena adresa e-pošte na umd.edu
Bang AnUniversity of Maryland, College ParkPotvrđena adresa e-pošte na umd.edu
Dinesh ManochaDistinguished University Professor, University of Maryland at College ParkPotvrđena adresa e-pošte na umd.edu
Amrit Singh BediAssistant Professor in Department of Computer Science, University of Central Florida, FL, USAPotvrđena adresa e-pošte na ucf.edu
Souradip ChakrabortyUniversity of Maryland, College Park | Past : ML Research@Walmart LabsPotvrđena adresa e-pošte na umd.edu
Ruijie ZhengUniversity of Maryland, College ParkPotvrđena adresa e-pošte na umd.edu
Mucong DingDepartment of Computer Science, University of MarylandPotvrđena adresa e-pošte na cs.umd.edu
Eitan BorgniaPhD Student UChicagoPotvrđena adresa e-pošte na uchicago.edu
Yongyuan LiangUniversity of Maryland, College ParkPotvrđena adresa e-pošte na umd.edu
Xiaoyu LiuPhD Student, University of Maryland, College ParkPotvrđena adresa e-pošte na umd.edu
Jonas GeipingELLIS Institute Tübingen & Max Planck Institute for Intelligent SystemsPotvrđena adresa e-pošte na tuebingen.mpg.de
Xiyao WangPh.D. in University of Maryland, College ParkPotvrđena adresa e-pošte na umd.edu
Tahseen RabbaniPhD Student, University of MarylandPotvrđena adresa e-pošte na umd.edu
Yuancheng XuUniversity of Maryland, College ParkPotvrđena adresa e-pošte na umd.edu
Fuxiao LiuUniversity of Maryland, College ParkPotvrđena adresa e-pošte na umd.edu
Arpit BansalUniversity of Maryland, College ParkPotvrđena adresa e-pošte na umd.edu

Prati

Furong Huang

Associate Professor of Computer Science, University of Maryland

Potvrđena adresa e-pošte na umd.edu - Početna stranica

Trustworthy AI/ML Reinforcement Learning Generative AI


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Escaping from saddle points—online stochastic gradient for tensor decomposition R Ge, F Huang, C Jin, Y Yuan Conference on learning theory, 797-842, 2015	1270	2015
Cold diffusion: Inverting arbitrary image transforms without noise A Bansal, E Borgnia, HM Chu, JS Li, H Kazemi, F Huang, M Goldblum, ... Thirty-seventh Conference on Neural Information Processing Systems, 2022	217	2022
Dp-instahide: Provably defusing poisoning and backdoor attacks with differentially private data augmentations E Borgnia, J Geiping, V Cherepanova, L Fowl, A Gupta, A Ghiasi, ... arXiv preprint arXiv:2103.02079, 2021	158*	2021
Position: TrustLLM: Trustworthiness in Large Language Models Y Huang, L Sun, H Wang, S Wu, Q Zhang, Y Li, C Gao, Y Huang, W Lyu, ... International Conference on Machine Learning, 20166-20270, 2024	154*	2024
HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination & Visual Illusion in Large Vision-Language Models TZ Tianrui Guan, Fuxiao Liu, Xiyang Wu, Ruiqi Xian, Zongxia Li, Xiaoyu Liu ...	153*	2023
Convolutional Tensor-Train LSTM for Spatio-temporal Learning J Su, W Byeon, F Huang, J Kautz, A Anandkumar Advances in Neural Information Processing Systems, 2020	142	2020
Learning deep resnet blocks sequentially using boosting theory F Huang, J Ash, J Langford, R Schapire International Conference on Machine Learning, 2058-2067, 2018	131	2018
High-dimensional structure estimation in Ising models: Local separation criterion A Anandkumar, VYF Tan, F Huang, AS Willsky The Annals of Statistics, 1346-1375, 2012	130	2012
High-dimensional Gaussian graphical model selection: Walk summability and local separation criterion A Anandkumar, VYF Tan, F Huang, AS Willsky Journal of Machine Learning Research 13 (August), 2012	108	2012
Position: On the Possibilities of AI-Generated Text Detection S Chakraborty, A Bedi, S Zhu, B An, D Manocha, F Huang Forty-first International Conference on Machine Learning, 2024	104*	2024
AutoDAN: Interpretable Gradient-Based Adversarial Attacks on Large Language Models S Zhu, R Zhang, B An, G Wu, J Barrow, Z Wang, F Huang, A Nenkova, ... First Conference on Language Modeling, 2023	99*	2023
Understanding generalization through visualizations WR Huang, Z Emam, M Goldblum, L Fowl, JK Terry, F Huang, T Goldstein PMLR, 2020	70	2020
Learning mixtures of tree graphical models A Anandkumar, DJ Hsu, F Huang, SM Kakade Advances in Neural Information Processing Systems 25, 2012	68*	2012
Who is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL Y Sun, R Zheng, Y Liang, F Huang The Tenth International Conference on Learning Representations, 2022	67	2022
Can you learn an algorithm? generalizing from easy to hard problems with recurrent networks A Schwarzschild, E Borgnia, A Gupta, F Huang, U Vishkin, M Goldblum, ... Advances in Neural Information Processing Systems 34, 6695-6706, 2021	66	2021
Fast detection of overlapping communities via online tensor methods F Huang, UN Niranjan, MU Hakeem, A Anandkumar arXiv preprint arXiv:1309.0787 40, 43, 2013	64*	2013
Vulnerability-Aware Poisoning Mechanism for Online RL with Unknown Dynamics Y Sun, D Huo, F Huang International Conference on Learning Representations, 2021	57*	2021
Prediction-based spectrum aggregation with hardware limitation in cognitive radio networks F Huang, W Wang, H Luo, G Yu, Z Zhang 2010 IEEE 71st Vehicular Technology Conference, 1-5, 2010	51	2010
VQ-GNN: A universal framework to scale up graph neural networks using vector quantization M Ding, K Kong, J Li, C Zhu, J Dickerson, F Huang, T Goldstein Advances in Neural Information Processing Systems 34, 6733-6746, 2021	49*	2021
Online tensor methods for learning latent variable models F Huang, UN Niranjan, MU Hakeem, A Anandkumar The Journal of Machine Learning Research 16 (1), 2797-2835, 2015	47	2015

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