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 | 41 | 2021 |
Towards Robust Neural Networks via Close-loop Control Z Chen, Q Li, Z Zhang International Conference on Learning Representation, 2021 | 32 | 2021 |
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 | 32 | 2018 |
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 | 18 | 2018 |
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 | 13 | 2019 |
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 | 11 | 2019 |
Self-Healing Robust Neural Networks via Closed-Loop Control Z Chen, Q Li, Z Zhang Journal of Machine Learning Research, 2022 | 10 | 2022 |
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 | 6 | 2024 |
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 | 5 | 2019 |
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 | 3 | 2024 |
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 | 3 | 2019 |
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 | 2 | 2021 |
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 | 2 | 2019 |
Asymptotically fair participation in machine learning models: an optimal control perspective Z Chen, Q Li, Z Zhang arXiv preprint arXiv:2311.10223, 2023 | 1 | 2023 |
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 |
Active Learning with Crowd Sourcing Improves Information Retrieval Z Chen, Y Ma, B Kveton, A Deoras | | 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 |
Tensor Train Acceleration of Method of Moments Solution of Volume Integral Equation on Structured and Unstructured Meshes Z Chen, S Zheng, V Okhmatovski 2019 International Conference on Electromagnetics in Advanced Applications …, 2019 | | 2019 |
On the Error Study of Surface-Volume-Surface EFIE for solving the 3-D Scattering Problems on Composite Dielectric Objects R Gholami, Z Chen, V Okhmatovski 2018 18th International Symposium on Antenna Technology and Applied …, 2018 | | 2018 |
Formulation of Surface-Volume-Surface-EFIE for Solution of 2D Scattering Problems on Composite Dielectric Objects under TM Polarization Z Chen, R Gholami, V Okhmatovski 2018 IEEE International Symposium on Antennas and Propagation & USNC/URSI …, 2018 | | 2018 |