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Zhuotong Chen
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Bayesian inference with certifiable adversarial robustness
M Wicker, L Laurenti, A Patane, Z Chen, Z Zhang, M Kwiatkowska
International Conference on Artificial Intelligence and Statistics, 2431-2439, 2021
412021
Towards Robust Neural Networks via Close-loop Control
Z Chen, Q Li, Z Zhang
International Conference on Learning Representation, 2021
332021
Efficiently computing the electrical parameters of cables with arbitrary cross-sections using the method-of-moments
M Shafieipour, Z Chen, A Menshov, J De Silva, V Okhmatovski
Electric Power Systems Research 162, 37-49, 2018
322018
Formulation of surface-volume-surface-EFIE for solution of three-dimensional scattering problems on composite dielectric objects
Z Chen, R Gholami, JB Mojolagbe, V Okhmatovski
IEEE Antennas and Wireless Propagation Letters 17 (6), 1043-1047, 2018
182018
Self-Healing Robust Neural Networks via Closed-Loop Control
Z Chen, Q Li, Z Zhang
Journal of Machine Learning Research, 2022
142022
Tensor train accelerated solution of volume integral equation for 2-D scattering problems and magneto-quasi-static characterization of multiconductor transmission lines
Z Chen, S Zheng, VI Okhmatovski
IEEE Transactions on Microwave Theory and Techniques 67 (6), 2181-2196, 2019
132019
Sparsity-aware precorrected tensor train algorithm for fast solution of 2-D scattering problems and current flow modeling on unstructured meshes
Z Chen, LJ Gomez, S Zheng, AC Yucel, Z Zhang, VI Okhmatovski
IEEE Transactions on Microwave Theory and Techniques 67 (12), 4833-4847, 2019
112019
Logic-scaffolding: Personalized aspect-instructed recommendation explanation generation using llms
B Rahdari, H Ding, Z Fan, Y Ma, Z Chen, A Deoras, B Kveton
Proceedings of the 17th ACM International Conference on Web Search and Data …, 2024
102024
Contrastive learning with consistent representations
Z Wang, Y Wang, Z Chen, H Hu, P Li
arXiv preprint arXiv:2302.01541, 2023
62023
Pre-corrected tensor train algorithm for current flow modelling in 2D multi-conductor transmission lines
Z Chen, S Zheng, Q Cheng, A Yucel, V Okhmatovski
2019 IEEE MTT-S International Microwave Symposium (IMS), 124-127, 2019
52019
PID Control-Based Self-Healing to Improve the Robustness of Large Language Models
Z Chen, Z Wang, Y Yang, Q Li, Z Zhang
Transactions on Machine Learning Research, 2024
42024
Fast Direct Error-Controlled Solution of Scattering Problems via ℋ-matrix Acceleration of Locally Corrected Nyström Method
R Gholami, Z Chen, M Shafieipour, V Okhmatovski
2021 15th European Conference on Antennas and Propagation (EuCAP), 1-5, 2021
42021
Tensor decompositions for reducing the memory requirement of translation operator tensors in FMM-FFT accelerated IE solvers
C Qian, Z Chen, AC Yucel
2019 International Applied Computational Electromagnetics Society Symposium …, 2019
32019
Tucker-enhanced VoxHenry simulator for inductance extraction of voxelized conducting/superconducting structures
M Wang, C Qian, Z Chen, ED Lorenzo, LJ Gomez, S Zheng, ...
Proc. IEEE MTT-S Int. Conf. Num. EM Multiphys. Modeling Opt.(NEMO), 1, 2019
22019
Asymptotically fair participation in machine learning models: an optimal control perspective
Z Chen, Q Li, Z Zhang
arXiv preprint arXiv:2311.10223, 2023
12023
Active Learning with Crowd Sourcing Improves Information Retrieval
Z Chen, Y Ma, B Kveton, A Deoras
12023
Towards Improved Preference Optimization Pipeline: from Data Generation to Budget-Controlled Regularization
Z Chen, F Liu, J Zhu, W Du, Y Qi
arXiv preprint arXiv:2411.05875, 2024
2024
Self-Healing Robust and Fair Neural Networks via Optimal Control
Z Chen
University of California, Santa Barbara, 2024
2024
Fairness In a Non-Stationary Environment From an Optimal Control Perspective
Z Chen, Q Li, Z Zhang
ICML Workshop on New Frontiers in Learning, Control, and Dynamical Systems, 2023
2023
Fast Direct Error-Controllable Solution of Integral Equations via H,-matrix accelerated Locally Corrected Nyström Method
R Gholami, Z Chen, M Shafieipour, VI Okhmatovski
2021 International Applied Computational Electromagnetics Society Symposium …, 2021
2021
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