Παρακολούθηση
Xingang Guo
Xingang Guo
University of Illinois at Urbana-Champaign
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα illinois.edu - Αρχική σελίδα
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Παρατίθεται από
Παρατίθεται από
Έτος
Cold-attack: Jailbreaking llms with stealthiness and controllability
X Guo, F Yu, H Zhang, L Qin, B Hu
arXiv preprint arXiv:2402.08679, 2024
612024
Capabilities of large language models in control engineering: A benchmark study on gpt-4, claude 3 opus, and gemini 1.0 ultra
D Kevian, U Syed, X Guo, A Havens, G Dullerud, P Seiler, L Qin, B Hu
arXiv preprint arXiv:2404.03647, 2024
302024
Hybrid model for efficient prediction of poly (A) signals in human genomic DNA
F Albalawi, A Chahid, X Guo, S Albaradei, A Magana-Mora, BR Jankovic, ...
Methods 166, 31-39, 2019
242019
Global Convergence of Direct Policy Search for State-Feedback Robust Control: A Revisit of Nonsmooth Synthesis with Goldstein Subdifferential
X Guo, B Hu
Advances in Neural Information Processing Systems 35, 32801-32815, 2022
152022
Laser beam pointing and stabilization by fractional-order PID control: Tuning rule and experiments
A Al-Alwan, X Guo, I N'Doye, TM Laleg-Kirati
2017 IEEE Conference on Control Technology and Applications (CCTA), 1685-1691, 2017
122017
Calibration and validation for a real-time membrane bioreactor: A sliding window approach
XG Guo, PY Hong, TM Laleg-Kirati
Journal of Process Control 98, 92-105, 2021
92021
Observer-based economic model predictive control for direct contact membrane distillation
X Guo, F Albalawi, TM Laleg-Kirati
Chemical Engineering Research and Design 156, 86-99, 2020
82020
Model predictive control paradigms for direct contact membrane desalination modeled by differential algebraic equations
X Guo, F Albalawi, M Laleg
2019 American Control Conference (ACC), 5595-5601, 2019
72019
Dynamath: A dynamic visual benchmark for evaluating mathematical reasoning robustness of vision language models
C Zou, X Guo, R Yang, J Zhang, B Hu, H Zhang
arXiv preprint arXiv:2411.00836, 2024
62024
Benchmarking the capabilities of large language models in transportation system engineering: Accuracy, consistency, and reasoning behaviors
U Syed, E Light, X Guo, H Zhang, L Qin, Y Ouyang, B Hu
arXiv preprint arXiv:2408.08302, 2024
62024
Complexity of Derivative-Free Policy Optimization for Structured Control
X Guo, D Keivan, G Dullerud, P Seiler, B Hu
Advances in Neural Information Processing Systems 36, 5050-5078, 2023
52023
Nonlinear model predictive control design for bsm-mbr: Benchmark of membrane bioreactor
X Guo, P Hong, TM Laleg-Kirati
IFAC-PapersOnLine 53 (2), 16524-16530, 2020
42020
Convex programs and lyapunov functions for reinforcement learning: A unified perspective on the analysis of value-based methods
X Guo, B Hu
2022 American Control Conference (ACC), 3317-3322, 2022
22022
Exact formulas for finite-time estimation errors of decentralized temporal difference learning with linear function approximation
X Guo, B Hu
arXiv preprint arXiv:2204.09801, 2022
22022
State estimation in direct contact membrane distillation based desalination using nonlinear observer
X Guo, F Albalawi, I N’Doye, TM Laleg-Kirati
IFAC-PapersOnLine 52 (23), 61-66, 2019
22019
ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise
X Guo, D Keivan, U Syed, L Qin, H Zhang, G Dullerud, P Seiler, B Hu
arXiv preprint arXiv:2410.19811, 2024
2024
Model-Free -Synthesis: A Nonsmooth Optimization Perspective
D Keivan, X Guo, P Seiler, G Dullerud, B Hu
arXiv preprint arXiv:2402.11654, 2024
2024
Complexity of derivative-free policy optimization for structured ℌ∞ control
X Guo, D Keivan, G Dullerud, P Seiler, B Hu
Proceedings of the 37th International Conference on Neural Information …, 2023
2023
Model predictive control paradigms for direct contact membrane distillation
TM Laleg-Kirati, FA Albalawi, X Guo
2022
Model predictive control paradigms for direct contact membrane distillation
TM Laleg, FA Albalawi, X Guo
US Patent App. 17/429,655, 2022
2022
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