Chen Changyou
Chen Changyou
Assistant Professor at University at Buffalo
Verified email at buffalo.edu - Homepage
Title
Cited by
Cited by
Year
Bayesian sampling using stochastic gradient thermostats
N Ding, Y Fang, R Babbush, C Chen, RD Skeel, H Neven
Advances in neural information processing systems, 3203-3211, 2014
1772014
Preconditioned stochastic gradient Langevin dynamics for deep neural networks
C Li, C Chen, D Carlson, L Carin
arXiv preprint arXiv:1512.07666, 2015
1582015
Alice: Towards understanding adversarial learning for joint distribution matching
C Li, H Liu, C Chen, Y Pu, L Chen, R Henao, L Carin
Advances in Neural Information Processing Systems, 5495-5503, 2017
1472017
On the convergence of stochastic gradient MCMC algorithms with high-order integrators
C Chen, N Ding, L Carin
Advances in Neural Information Processing Systems, 2278-2286, 2015
1272015
Low-resolution gait recognition
J Zhang, J Pu, C Chen, R Fleischer
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 40 …, 2010
942010
Zero-shot learning via class-conditioned deep generative models
W Wang, Y Pu, VK Verma, K Fan, Y Zhang, C Chen, P Rai, L Carin
arXiv preprint arXiv:1711.05820, 2017
852017
Scalable deep Poisson factor analysis for topic modeling
Z Gan, C Chen, R Henao, D Carlson, L Carin
International Conference on Machine Learning, 1823-1832, 2015
692015
Learning structured weight uncertainty in bayesian neural networks
S Sun, C Chen, L Carin
Artificial Intelligence and Statistics, 1283-1292, 2017
632017
Adversarial symmetric variational autoencoder
Y Pu, W Wang, R Henao, L Chen, Z Gan, C Li, L Carin
Advances in neural information processing systems, 4330-4339, 2017
582017
Bridging the gap between stochastic gradient MCMC and stochastic optimization
C Chen, D Carlson, Z Gan, C Li, L Carin
Artificial Intelligence and Statistics, 1051-1060, 2016
582016
Adversarial text generation via feature-mover's distance
L Chen, S Dai, C Tao, H Zhang, Z Gan, D Shen, Y Zhang, G Wang, ...
Advances in Neural Information Processing Systems, 4666-4677, 2018
542018
Second-order adversarial attack and certifiable robustness
B Li, C Chen, W Wang, L Carin
522018
Twitter-network topic model: A full Bayesian treatment for social network and text modeling
KW Lim, C Chen, W Buntine
arXiv preprint arXiv:1609.06791, 2016
522016
Distance approximating dimension reduction of Riemannian manifolds
C Chen, J Zhang, R Fleischer
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 40 …, 2009
492009
Sequential latent Dirichlet allocation
L Du, W Buntine, H Jin, C Chen
Knowledge and information systems 31 (3), 475-503, 2012
482012
Topic-guided variational autoencoders for text generation
W Wang, Z Gan, H Xu, R Zhang, G Wang, D Shen, C Chen, L Carin
arXiv preprint arXiv:1903.07137, 2019
432019
Certified adversarial robustness with additive noise
B Li, C Chen, W Wang, L Carin
Advances in Neural Information Processing Systems, 9464-9474, 2019
392019
Sampling table configurations for the hierarchical Poisson-Dirichlet process
C Chen, L Du, W Buntine
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011
382011
Distributionally adversarial attack
T Zheng, C Chen, K Ren
Proceedings of the AAAI Conference on Artificial Intelligence 33, 2253-2260, 2019
372019
Scalable bayesian non-negative tensor factorization for massive count data
C Hu, P Rai, C Chen, M Harding, L Carin
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2015
372015
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