Guang Cheng
This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.
Bibliography
2025
Probe-Optimizer: Discovering important nodes for proactive in-band network telemetry to achieve better probe orchestration.
Comput. Networks, 2025
2024
F3l: an automated and secure function-level low-overhead labeled encrypted traffic dataset construction method for IM in Android.
Cybersecur., December, 2024
Comput. Secur., January, 2024
Toward Intelligent and Secure Cloud: Large Language Model Empowered Proactive Defense.
CoRR, 2024
DEREC-SIMPRO: unlock Language Model benefits to advance Synthesis in Data Clean Room.
CoRR, 2024
CoRR, 2024
Bayes-Optimal Fair Classification with Linear Disparity Constraints via Pre-, In-, and Post-processing.
CoRR, 2024
Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering, 2024
NuanceTracker: A Website Fingerprinting Attack against Tor Hidden Services through Burst patterns.
Proceedings of the IEEE Symposium on Computers and Communications, 2024
2023
Comput. Commun., October, 2023
J. Supercomput., May, 2023
Optimal Convergence Rates of Deep Convolutional Neural Networks: Additive Ridge Functions.
Trans. Mach. Learn. Res., 2023
Proceedings of the International Conference on Machine Learning, 2023
Resource Allocation for Multi-cell Semantic Communication based on Deep Reinforcement Learning.
Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023
Proceedings of the 4th International Conference on Big Data & Artificial Intelligence & Software Engineering, 2023
2022
On the Test Accuracy and Effective Control of the COVID-19 Pandemic: A Case Study in Singapore.
INFORMS J. Appl. Anal., 2022
Int. J. Emerg. Technol. Learn., 2022
Optimal Learning Rates of Deep Convolutional Neural Networks: Additive Ridge Functions.
CoRR, 2022
High-Dimensional Inference over Networks: Linear Convergence and Statistical Guarantees.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
Cogn. Comput. Syst., 2021
Regularization Matters: A Nonparametric Perspective on Overparametrized Neural Network.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
Optimal Rate of Convergence for Deep Neural Network Classifiers under the Teacher-Student Setting.
CoRR, 2020
Frequency Domain Spectroscopy for Non-Uniformly Distributed Moisture Detection in Transformer Bushings.
IEEE Access, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the Conference on Learning Theory, 2020
2019
An Efficient Network Intrusion Detection System Based on Feature Selection and Ensemble Classifier.
CoRR, 2019
Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Conference on Learning Theory, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Inertial Sensor-Based Gait Analysis for Evaluating the Effects of Acupuncture Treatment in Parkinson's Disease.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2019
2018
Int. J. Robotics Autom., 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Statistically and Computationally Efficient Variance Estimator for Kernel Ridge Regression.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018
2017
J. Mach. Learn. Res., 2017
Evaluation and Design of Non-cryptographic Hash Functions for Network Data Stream Algorithms.
Proceedings of the 3rd International Conference on Big Data Computing and Communications, 2017
2016
IEICE Trans. Inf. Syst., 2016
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2016
Proceedings of the HCI International 2016 - Posters' Extended Abstracts, 2016
Experimental Study on Discrimination Thresholds for Haptic Perception of Size in Manual Operation.
Proceedings of the Digital Human Modeling: Applications in Health, Safety, Ergonomics and Risk Management, 2016
Proceedings of the Digital Human Modeling: Applications in Health, Safety, Ergonomics and Risk Management, 2016
2015
Optimal Bayesian estimation in random covariate design with a rescaled Gaussian process prior.
J. Mach. Learn. Res., 2015
Proceedings of the Digital Human Modeling - Applications in Health, Safety, Ergonomics and Risk Management: Ergonomics and Health, 2015
2014
J. Multivar. Anal., 2014
2013
J. Multivar. Anal., 2013
IEICE Trans. Inf. Syst., 2013
2012
J. Multivar. Anal., 2012
Semiparametric regression models with additive nonparametric components and high dimensional parametric components.
Comput. Stat. Data Anal., 2012
2011
Proceedings of the 2011 IEEE Consumer Communications and Networking Conference, 2011
2009
2008
IEEE Trans. Biomed. Eng., 2008