Guang Cheng

Cybersecur., December, 2024

Protocol clustering of unknown traffic based on embedding of protocol specification.

[BibT_eX]

[DOI]

Comput. Secur., January, 2024

Minimax Optimal Fair Classification with Bounded Demographic Disparity.

[BibT_eX]

[DOI]

CoRR, 2024

FairRR: Pre-Processing for Group Fairness through Randomized Response.

[BibT_eX]

[DOI]

Joshua Ward

CoRR, 2024

Bayes-Optimal Fair Classification with Linear Disparity Constraints via Pre-, In-, and Post-processing.

[BibT_eX]

[DOI]

CoRR, 2024

2023

NFV-empowered digital twin cyber platform: Architecture, prototype, and a use case.

[BibT_eX]

[DOI]

Comput. Commun., October, 2023

Union-net: lightweight deep neural network model suitable for small data sets.

[BibT_eX]

[DOI]

J. Supercomput., May, 2023

Optimal Convergence Rates of Deep Convolutional Neural Networks: Additive Ridge Functions.

[BibT_eX]

[DOI]

Zhiying Fang

Trans. Mach. Learn. Res., 2023

MalPurifier: Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks.

[BibT_eX]

[DOI]

CoRR, 2023

MissDiff: Training Diffusion Models on Tabular Data with Missing Values.

[BibT_eX]

[DOI]

CoRR, 2023

Tight Non-asymptotic Inference via Sub-Gaussian Intrinsic Moment Norm.

[BibT_eX]

[DOI]

Huiming Zhang

Haoyu Wei

CoRR, 2023

Improving Adversarial Robustness Through the Contrastive-Guided Diffusion Process.

[BibT_eX]

[DOI]

Yidong Ouyang

Liyan Xie

Proceedings of the International Conference on Machine Learning, 2023

Statistical Theory of Differentially Private Marginal-based Data Synthesis Algorithms.

[BibT_eX]

[DOI]

Ximing Li

Chendi Wang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Resource Allocation for Multi-cell Semantic Communication based on Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

Recurrent Transformer for 3D Human Pose Estimation.

[BibT_eX]

[DOI]

Yan Huang

Bing Yu

Proceedings of the 4th International Conference on Big Data & Artificial Intelligence & Software Engineering, 2023

2022

Power Iteration for Tensor PCA.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2022

On the Test Accuracy and Effective Control of the COVID-19 Pandemic: A Case Study in Singapore.

[BibT_eX]

[DOI]

INFORMS J. Appl. Anal., 2022

Influencing Factors of Accounting Practitioners' Acceptance of Mobile Learning.

[BibT_eX]

[DOI]

Yige Shao

Int. J. Emerg. Technol. Learn., 2022

Improving Adversarial Robustness by Contrastive Guided Diffusion Process.

[BibT_eX]

[DOI]

Yidong Ouyang

Liyan Xie

CoRR, 2022

Enhanced Nearest Neighbor Classification for Crowdsourcing.

[BibT_eX]

[DOI]

Jiexin Duan

CoRR, 2022

Attention Enables Zero Approximation Error.

[BibT_eX]

[DOI]

CoRR, 2022

Optimal Learning Rates of Deep Convolutional Neural Networks: Additive Ridge Functions.

[BibT_eX]

[DOI]

Zhiying Fang

CoRR, 2022

Bayes-Optimal Classifiers under Group Fairness.

[BibT_eX]

[DOI]

CoRR, 2022

High-Dimensional Inference over Networks: Linear Convergence and Statistical Guarantees.

[BibT_eX]

[DOI]

CoRR, 2022

Fair Bayes-Optimal Classifiers Under Predictive Parity.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Human motion intention recognition based on EMG signal and angle signal.

[BibT_eX]

[DOI]

Cogn. Comput. Syst., 2021

Regularization Matters: A Nonparametric Perspective on Overparametrized Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Union-net: A deep neural network model adapted to small data sets.

[BibT_eX]

[DOI]

Qingfang He

Zhiying Lin

CoRR, 2020

On Deep Instrumental Variables Estimate.

[BibT_eX]

[DOI]

Ruiqi Liu

CoRR, 2020

Optimal Rate of Convergence for Deep Neural Network Classifiers under the Teacher-Student Setting.

[BibT_eX]

[DOI]

Tianyang Hu

CoRR, 2020

Frequency Domain Spectroscopy for Non-Uniformly Distributed Moisture Detection in Transformer Bushings.

[BibT_eX]

[DOI]

Quanmin Dai

Yanxia Liu

IEEE Access, 2020

Statistical Guarantees of Distributed Nearest Neighbor Classification.

[BibT_eX]

[DOI]

Jiexin Duan

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Mutual Transfer Learning for Massive Data.

[BibT_eX]

[DOI]

Ching-Wei Cheng

Proceedings of the 37th International Conference on Machine Learning, 2020

Non-asymptotic Analysis for Nonparametric Testing.

[BibT_eX]

[DOI]

Yun Yang

Proceedings of the Conference on Learning Theory, 2020

2019

Machine Learning in/for Blockchain: Future and Challenges.

[BibT_eX]

[DOI]

CoRR, 2019

An Efficient Network Intrusion Detection System Based on Feature Selection and Ensemble Classifier.

[BibT_eX]

[DOI]

Yuyang Zhou

CoRR, 2019

Electronic Skin Design Methods Applied to Capsule Robot.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

Rates of Convergence for Large-scale Nearest Neighbor Classification.

[BibT_eX]

[DOI]

Jiexin Duan

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Sharp Theoretical Analysis for Nonparametric Testing under Random Projection.

[BibT_eX]

[DOI]

Meimei Liu

Proceedings of the Conference on Learning Theory, 2019

High Dimensional Inference in Partially Linear Models.

[BibT_eX]

[DOI]

Ying Zhu

Zhuqing Yu

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2019

2018

Fudp: an SDN-based Mechanism for Controlling UDP flows.

[BibT_eX]

[DOI]

Int. J. Robotics Autom., 2018

Stein Neural Sampler.

[BibT_eX]

[DOI]

CoRR, 2018

Early Stopping for Nonparametric Testing.

[BibT_eX]

[DOI]

Meimei Liu

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data.

[BibT_eX]

[DOI]

Ganggang Xu

Proceedings of the 35th International Conference on Machine Learning, 2018

Statistically and Computationally Efficient Variance Estimator for Kernel Ridge Regression.

[BibT_eX]

[DOI]

Meimei Liu

Jean Honorio

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Computational Limits of A Distributed Algorithm for Smoothing Spline.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2017

Evaluation and Design of Non-cryptographic Hash Functions for Network Data Stream Algorithms.

[BibT_eX]

[DOI]

Yang Yan

Proceedings of the 3rd International Conference on Big Data Computing and Communications, 2017

2016

On-Line Rigid Object Tracking via Discriminative Feature Classification.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2016

Scene Adaptive Object Tracking Combining Local Feature and Color Feature.

[BibT_eX]

[DOI]

Quan Miao

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2016

Experimental Study on Comfort Ranges of Manual Operation in Standing Position.

[BibT_eX]

[DOI]

Proceedings of the HCI International 2016 - Posters' Extended Abstracts, 2016

Experimental Study on Discrimination Thresholds for Haptic Perception of Size in Manual Operation.

[BibT_eX]

[DOI]

Proceedings of the Digital Human Modeling: Applications in Health, Safety, Ergonomics and Risk Management, 2016

Experimental Research of Range of Motion About Wrist Joint.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Debdeep Pati

Anirban Bhattacharya

J. Mach. Learn. Res., 2015

Experimental Study on Grip Ergonomics of Manual Handling.

[BibT_eX]

[DOI]

Proceedings of the Digital Human Modeling - Applications in Health, Safety, Ergonomics and Risk Management: Ergonomics and Health, 2015

2014

Efficient estimation of semiparametric copula models for bivariate survival data.

[BibT_eX]

[DOI]

J. Multivar. Anal., 2014

2013

The cluster bootstrap consistency in generalized estimating equations.

[BibT_eX]

[DOI]

Zhuqing Yu

Jianhua Z. Huang

J. Multivar. Anal., 2013

Perceptual Distortion Measure for Polygon-Based Shape Coding.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2013

2012

Empirical likelihood inferences for the semiparametric additive isotonic regression.

[BibT_eX]

[DOI]

Yichuan Zhao

Bo Li

J. Multivar. Anal., 2012

Semiparametric regression models with additive nonparametric components and high dimensional parametric components.

[BibT_eX]

[DOI]

Pang Du

Hua Liang

Comput. Stat. Data Anal., 2012

2011

Real-time inferring network traffic patterns.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Consumer Communications and Networking Conference, 2011

2009

The penalized profile sampler.

[BibT_eX]

[DOI]