Furong Huang

Navedeno

	Vse	Od leta 2020
Navedbe	5446	4455
indeks h	35	32
indeks i10	64	61

2000

1000

500

1500

2012201320142015201620172018201920202021202220232024202517 25 51 58 112 180 234 301 317 328 536 871 1924 472

Javni dostop

Prikaži vse

37 člankov

0 člankov

na voljo

ni na voljo

Na podlagi zahtev v povezavi s financiranjem

Soavtorji

Tom GoldsteinVolpi-Cupal Professor of Computer Science, University of MarylandPreverjeni e-poštni naslov na cs.umd.edu
Anima AnandkumarCalifornia Institute of Technology and NVIDIAPreverjeni e-poštni naslov na caltech.edu
Sicheng ZhuUniversity of Maryland, College ParkPreverjeni e-poštni naslov na umd.edu
Dinesh ManochaDistinguished University Professor, University of Maryland at College ParkPreverjeni e-poštni naslov na umd.edu
Souradip ChakrabortyUniversity of Maryland, College Park | Past : ML Research@Walmart LabsPreverjeni e-poštni naslov na umd.edu
Bang AnUniversity of Maryland, College ParkPreverjeni e-poštni naslov na umd.edu
Amrit Singh BediAssistant Professor in Department of Computer Science, University of Central Florida, FL, USAPreverjeni e-poštni naslov na ucf.edu
Micah GoldblumColumbia UniversityPreverjeni e-poštni naslov na columbia.edu
Yanchao SunApple, Inc.Preverjeni e-poštni naslov na umd.edu
Ruijie ZhengUniversity of Maryland, College ParkPreverjeni e-poštni naslov na umd.edu
Mucong DingDepartment of Computer Science, University of MarylandPreverjeni e-poštni naslov na cs.umd.edu
Xiyao WangPh.D. in University of Maryland, College ParkPreverjeni e-poštni naslov na umd.edu
Jonas GeipingELLIS Institute Tübingen & Max Planck Institute for Intelligent SystemsPreverjeni e-poštni naslov na tuebingen.mpg.de
Eitan BorgniaPhD Student UChicagoPreverjeni e-poštni naslov na uchicago.edu
Yongyuan LiangUniversity of Maryland, College ParkPreverjeni e-poštni naslov na umd.edu
Xiaoyu LiuPhD Student, University of Maryland, College ParkPreverjeni e-poštni naslov na umd.edu
Yuancheng XuUniversity of Maryland, College ParkPreverjeni e-poštni naslov na umd.edu
Tahseen RabbaniPostdoc, Yale UniversityPreverjeni e-poštni naslov na umd.edu
Mengdi WangCenter for Statistics & Machine Learning, ECE, Princeton UniversityPreverjeni e-poštni naslov na princeton.edu
Alec KoppelResearch Lead, JP Morgan AI ResearchPreverjeni e-poštni naslov na jpmchase.com

Spremljaj

Furong Huang

Associate Professor of Computer Science, University of Maryland

Preverjeni e-poštni naslov na umd.edu - Domača stran

Trustworthy AI/ML Reinforcement Learning Generative AI


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
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	1324	2015
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	327*	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 ...	295*	2023
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	268	2022
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, ... arXiv preprint arXiv:2310.15140, 2023	194*	2023
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	185*	2021
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	156	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	137	2018
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	133*	2024
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	132	2012
High-dimensional Gaussian graphical model selection: Walk summability and local separation criterion A Anandkumar, VYF Tan, F Huang, AS Willsky The Journal of Machine Learning Research 13 (1), 2293-2337, 2012	109	2012
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	81	2021
Understanding generalization through visualizations WR Huang, Z Emam, M Goldblum, L Fowl, JK Terry, F Huang, T Goldstein PMLR, 2020	81	2020
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	76	2022
MaxMin-RLHF: Alignment with Diverse Human Preferences S Chakraborty, J Qiu, H Yuan, A Koppel, D Manocha, F Huang, A Bedi, ... Forty-first International Conference on Machine Learning, 2024	73	2024
Learning mixtures of tree graphical models A Anandkumar, DJ Hsu, F Huang, SM Kakade Advances in Neural Information Processing Systems 25, 2012	72*	2012
Mementos: A comprehensive benchmark for multimodal large language model reasoning over image sequences X Wang, Y Zhou, X Liu, H Lu, Y Xu, F He, J Yoon, T Lu, G Bertasius, ... arXiv preprint arXiv:2401.10529, 2024	66	2024
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
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	62*	2021
Vulnerability-Aware Poisoning Mechanism for Online RL with Unknown Dynamics Y Sun, D Huo, F Huang International Conference on Learning Representations, 2021	60	2021

Sistem trenutno ne more izvesti postopka. Poskusite znova pozneje.

Članki 1–20

Št. navedb na leto

Podvojene navedbe

Združene navedbe

Dodajanje soavtorjevSoavtorji

Spremljaj

Navedeno

Soavtorji