Tsui-Wei Weng
Tsui-Wei Weng
Verified email at mit.edu - Homepage
TitleCited byYear
Towards fast computation of certified robustness for relu networks
TW Weng, H Zhang, H Chen, Z Song, CJ Hsieh, D Boning, IS Dhillon, ...
arXiv preprint arXiv:1804.09699, 2018
722018
Evaluating the robustness of neural networks: An extreme value theory approach
TW Weng, H Zhang, PY Chen, J Yi, D Su, Y Gao, CJ Hsieh, L Daniel
arXiv preprint arXiv:1801.10578, 2018
572018
Synthesis model and design of a common-mode bandstop filter (CM-BSF) with an all-pass characteristic for high-speed differential signals
TW Weng, CH Tsai, CH Chen, DH Han, TL Wu
IEEE Transactions on Microwave Theory and Techniques 62 (8), 1647-1656, 2014
442014
Uncertainty quantification of silicon photonic devices with correlated and non-Gaussian random parameters
TW Weng, Z Zhang, Z Su, Y Marzouk, A Melloni, L Daniel
Optics express 23 (4), 4242-4254, 2015
382015
Efficient neural network robustness certification with general activation functions
H Zhang, TW Weng, PY Chen, CJ Hsieh, L Daniel
Advances in neural information processing systems, 4939-4948, 2018
342018
Stochastic simulation and robust design optimization of integrated photonic filters
TW Weng, D Melati, AI Melloni, L Daniel
252017
Big-data tensor recovery for high-dimensional uncertainty quantification of process variations
Z Zhang, TW Weng, L Daniel
IEEE Transactions on Components, Packaging and Manufacturing Technology 7 (5 c, 2016
242016
A big-data approach to handle process variations: Uncertainty quantification by tensor recovery
Z Zhang, TW Weng, L Daniel
2016 IEEE 20th Workshop on Signal and Power Integrity (SPI), 1-4, 2016
82016
Cnn-cert: An efficient framework for certifying robustness of convolutional neural networks
A Boopathy, TW Weng, PY Chen, S Liu, L Daniel
Proceedings of the AAAI Conference on Artificial Intelligence 33, 3240-3247, 2019
62019
Optimal finite-sum smooth non-convex optimization with SARAH
LM Nguyen, M van Dijk, DT Phan, PH Nguyen, TW Weng, ...
arXiv preprint arXiv:1901.07648, 2019
52019
Finite-sum smooth optimization with sarah
LM Nguyen, M van Dijk, DT Phan, PH Nguyen, TW Weng, ...
def 1, 1, 2019
32019
Fast stochastic simulation of silicon waveguide with non-gaussian correlated process variations
TW Weng, Z Zhang, Z Su, L Daniel
2014 Asia Communications and Photonics Conference (ACP), 1-3, 2014
22014
Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective
K Xu, H Chen, S Liu, PY Chen, TW Weng, M Hong, X Lin
arXiv preprint arXiv:1906.04214, 2019
12019
A big-data approach to handle many process variations: tensor recovery and applications,h
Z Zhang, TW Weng, L Daniel
IEEE Trans. Comp., Packag. Manuf. Techn, 2016
12016
Filtering device with slotted ground structure
TL Wu, TW Weng, CY Hsiao
US Patent App. 13/714,704, 2014
12014
Hyperbolic expressions of polynomial sequences and parametric number sequences defined by linear recurrence relations of order 2
TX He, PJS Shiue, TW Weng
12012
Sequences of numbers meet the generalized Gegenbauer-Humbert polynomials
TX He, PJS Shiue, TW Weng
ISRN Discrete Mathematics 2011, 2011
12011
Verification of Neural Network Control Policy Under Persistent Adversarial Perturbation
YS Wang, TW Weng, L Daniel
arXiv preprint arXiv:1908.06353, 2019
2019
POPQORN: Quantifying Robustness of Recurrent Neural Networks
CY Ko, Z Lyu, TW Weng, L Daniel, N Wong, D Lin
arXiv preprint arXiv:1905.07387, 2019
2019
POPQORN: Certifying robustness of recurrent neural networks
CY KO, Z Lyu, TW Weng, L Daniel, N Wong, D Lin
International Conference on Machine Learning (ICML), 2019
2019
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