Yao Rong

According to our database, Yao Rong authored at least 52 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards Human-Centered Explainable AI: A Survey of User Studies for Model Explanations.

Yao Rong, Tobias Leemann, Thai-trang Nguyen, Lisa Fiedler, Peizhu Qian, Vaibhav V. Unhelkar, Tina Seidel, Gjergji Kasneci, Enkelejda Kasneci

IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

Stepwise Self-Consistent Mathematical Reasoning with Large Language Models.

Zilong Zhao, Yao Rong, Dongyang Guo, Emek Gözlüklü, Emir Gülboy, Enkelejda Kasneci

CoRR, 2024

I-CEE: Tailoring Explanations of Image Classification Models to User Expertise.

Yao Rong, Peizhu Qian, Vaibhav V. Unhelkar, Enkelejda Kasneci

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

IoT adaptive threshold energy management algorithm based on energy harvesting.

Miao Liu, Zhuo-Miao Huo, Yao Rong, Haiwei Mu, Zhen-Xing Sun

Ad Hoc Networks, October, 2023

Local and parallel finite element algorithms for magnetohydrodynamic flows with low electromagnetic Reynolds number.

Shilin Mi, Guangzhi Du, Yao Rong

Numer. Algorithms, August, 2023

A Study of Numerical Pollution of the Decoupled Algorithm for the Convection Model in Superposed Fluid and Porous Layers.

Yuhong Zhang, Yao Rong, Haibiao Zheng

SIAM J. Numer. Anal., April, 2023

Unleashing the Power of CNN and Transformer for Balanced RGB-Event Video Recognition.

Xiao Wang, Yao Rong, Shiao Wang, Yuan Chen, Zhe Wu, Bo Jiang, Yonghong Tian, Jin Tang

CoRR, 2023

SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition.

Xiao Wang, Zongzhen Wu, Yao Rong, Lin Zhu, Bo Jiang, Jin Tang, Yonghong Tian

CoRR, 2023

Efficient GNN Explanation via Learning Removal-based Attribution.

Yao Rong, Guanchu Wang, Qizhang Feng, Ninghao Liu, Zirui Liu, Enkelejda Kasneci, Xia Ben Hu

CoRR, 2023

Numerical analysis of two-grid decoupled finite element algorithm for a coupled Darcy/Darcy fracture model.

Guangzhi Du, Yao Rong, Liyun Zuo

Appl. Math. Lett., 2023

When are post-hoc conceptual explanations identifiable?

Tobias Leemann, Michael Kirchhof, Yao Rong, Enkelejda Kasneci, Gjergji Kasneci

Proceedings of the Uncertainty in Artificial Intelligence, 2023

DynStatF: An Efficient Feature Fusion Strategy for LiDAR 3D Object Detection.

Yao Rong, Xiangyu Wei, Tianwei Lin, Yueyu Wang, Enkelejda Kasneci

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Bearing Fault Diagnosis Based on Wavelet Transform and Convolution Neural Network.

Bangcheng Zhang, Shiqi Sun, Xiaojing Yin, WeiDong He, Zhi Gao, Yao Rong

Proceedings of the CAA Symposium on Fault Detection, 2023

2022

Adaptive Radar Detection in Gaussian Interference Using Clutter-Free Training Data.

Yao Rong, Augusto Aubry, Antonio De Maio, Mengjiao Tang

IEEE Trans. Signal Process., 2022

Detection of a Rare Multichannel Gaussian Signal via Higher Criticism.

Chen Chen, Mengjiao Tang, Yao Rong

IEEE Signal Process. Lett., 2022

Where and What: Driver Attention-based Object Detection.

Yao Rong, Naemi-Rebecca Kassautzki, Wolfgang Fuhl, Enkelejda Kasneci

Proc. ACM Hum. Comput. Interact., 2022

Artificial Intelligence Methods in In-Cabin Use Cases: A Survey.

Yao Rong, Chao Han, Christian Hellert, Antje Loyal, Enkelejda Kasneci

IEEE Intell. Transp. Syst. Mag., 2022

Towards Human-centered Explainable AI: User Studies for Model Explanations.

Yao Rong, Tobias Leemann, Thai-trang Nguyen, Lisa Fiedler, Tina Seidel, Gjergji Kasneci, Enkelejda Kasneci

CoRR, 2022

Disentangling Embedding Spaces with Minimal Distributional Assumptions.

Tobias Leemann, Michael Kirchhof, Yao Rong, Enkelejda Kasneci, Gjergji Kasneci

CoRR, 2022

User Trust on an Explainable AI-based Medical Diagnosis Support System.

Yao Rong, Nora Castner, Efe Bozkir, Enkelejda Kasneci

CoRR, 2022

Evaluating Feature Attribution: An Information-Theoretic Perspective.

Yao Rong, Tobias Leemann, Vadim Borisov, Gjergji Kasneci, Enkelejda Kasneci

CoRR, 2022

A second order partitioned method with grad-div stabilization for the non-stationary dual-porosity-Stokes model.

Yi Li, Dandan Xue, Yao Rong, Yi Qin

Comput. Math. Appl., 2022

A Consistent and Efficient Evaluation Strategy for Attribution Methods.

Yao Rong, Tobias Leemann, Vadim Borisov, Gjergji Kasneci, Enkelejda Kasneci

Proceedings of the International Conference on Machine Learning, 2022

Adaptive CFAR Detectors for Colocated MIMO Radar in Compound Gaussian Clutter.

Mengjiao Tang, Yao Rong, Sanfeng Hu, Xiaolin Du, Jianbo Li

Proceedings of the 22nd IEEE International Conference on Communication Technology, 2022

Estimation of the Number of Signals in White Noise via Large-Sample and High-Dimensional Asymptotic Theory.

Yao Rong, Lewen Zhang, Mengjiao Tang, Zeqiong Zan

Proceedings of the 22nd IEEE International Conference on Communication Technology, 2022

2021

Correction to "Information Geometric Approach to Multisensor Estimation Fusion".

Yao Rong, Mengjiao Tang, Xiangbing Chen, Jie Zhou

IEEE Trans. Signal Process., 2021

Adaptive Radar Detection in Low-Rank Heterogeneous Clutter via Invariance Theory.

Yao Rong, Augusto Aubry, Antonio De Maio, Mengjiao Tang

IEEE Trans. Signal Process., 2021

Riemannian Lp Center of Mass for Scatter Matrix Estimation in Complex Elliptically Symmetric Distributions.

Mengjiao Tang, Yao Rong, Chen Chen

Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

Human Attention in Fine-grained Classification.

Yao Rong, Wenjia Xu, Zeynep Akata, Enkelejda Kasneci

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Invariance Theory for Adaptive Detection in Non-Gaussian Clutter.

Mengjiao Tang, Yao Rong, X. Rong Li, Jie Zhou

IEEE Trans. Signal Process., 2020

Diffuse Multipath Exploitation for Adaptive Detection of Range Distributed Targets.

Yao Rong, Augusto Aubry, Antonio De Maio, Mengjiao Tang

IEEE Trans. Signal Process., 2020

A second-order artificial compression method for the evolutionary Stokes-Darcy system.

Yi Li, Yanren Hou, Yao Rong

Numer. Algorithms, 2020

Numerical Analysis of a BDF2 Modular Grad-Div Stabilization Method for the Navier-Stokes Equations.

Yao Rong, Joseph A. Fiordilino

J. Sci. Comput., 2020

Driver Intention Anticipation Based on In-Cabin and Driving Scene Monitoring.

Yao Rong, Zeynep Akata, Enkelejda Kasneci

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Automatically Tunable AMF for Radar Detection in Diffuse Multipath.

Yao Rong, Augusto Aubry, Antonio De Maio, Mengjiao Tang

Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

Explainable Online Validation of Machine Learning Models for Practical Applications.

Wolfgang Fuhl, Yao Rong, Thomas Motz, Michael Scheidt, Andreas Hartel, Andreas Koch, Enkelejda Kasneci

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Fully Convolutional Neural Networks for Raw Eye Tracking Data Segmentation, Generation, and Reconstruction.

Wolfgang Fuhl, Yao Rong, Enkelejda Kasneci

Proceedings of the 25th International Conference on Pattern Recognition, 2020

DriverMHG: A Multi-Modal Dataset for Dynamic Recognition of Driver Micro Hand Gestures and a Real-Time Recognition Framework.

Okan Köpüklü, Thomas Ledwon, Yao Rong, Neslihan Kose, Gerhard Rigoll

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019

Information Geometric Approach to Multisensor Estimation Fusion.

Mengjiao Tang, Yao Rong, Jie Zhou, X. Rong Li

IEEE Trans. Signal Process., 2019

Adaptive Radar Detection in Gaussian Disturbance With Structured Covariance Matrix via Invariance Theory.

Mengjiao Tang, Yao Rong, Antonio De Maio, Chen Chen, Jie Zhou

IEEE Trans. Signal Process., 2019

Estimation fusion for distributed multi-sensor systems with uncertain cross-correlations.

Jianfang Tang, Jie Zhou, Yao Rong

Int. J. Syst. Sci., 2019

Talking With Your Hands: Scaling Hand Gestures and Recognition With CNNs.

Okan Köpüklü, Yao Rong, Gerhard Rigoll

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Markov and Conditionally Markov Processes: from Gaussian to Elliptical.

Mengjiao Tang, Yao Rong, X. Rong Li

Proceedings of the 22th International Conference on Information Fusion, 2019

2018

Numerical Analysis of an Artificial Compression Method for Magnetohydrodynamic Flows at Low Magnetic Reynolds Numbers.

Yao Rong, William J. Layton, Haiyun Zhao

J. Sci. Comput., 2018

Signal Detection with Elliptically Distributed Observations in Sensor Arrays.

Chen Chen, Mengjiao Tang, Jie Zhou, Yao Rong

Proceedings of the 21st International Conference on Information Fusion, 2018

2017

Invariant Adaptive Detection of Range-Spread Targets Under Structured Noise Covariance.

Mengjiao Tang, Yao Rong, Jie Zhou, X. Rong Li

IEEE Trans. Signal Process., 2017

Intrinsic Losses Based on Information Geometry and Their Applications.

Yao Rong, Mengjiao Tang, Jie Zhou

Entropy, 2017

Numerical analysis of a second order algorithm for simplified magnetohydrodynamic flows.

Yao Rong, Yanren Hou, Yuhong Zhang

Adv. Comput. Math., 2017

2016

Information-geometric methods for distributed multi-sensor estimation fusion.

Mengjiao Tang, Yao Rong, Jie Zhou

Proceedings of the 19th International Conference on Information Fusion, 2016

2014

Applying support vector regression analysis on grip force level-related corticomuscular coherence.

Yao Rong, Xixuan Han, Dongmei Hao, Liu Cao, Qing Wang, Mingai Li, Lijuan Duan, Yanjun Zeng

J. Comput. Neurosci., 2014

2013

curso: protect yourself from curse of attribute inference: a social network privacy-analyzer.

Eunsu Ryu, Yao Rong, Jie Li, Ashwin Machanavajjhala

Proceedings of the 3rd ACM SIGMOD Workshop on Databases and Social Networks, 2013

2010

Design and Implementation of a Novel General-purpose Enterprise Application Business Infrastructure Software Platform.

Yao Rong, Jiandong Wang

J. Digit. Content Technol. its Appl., 2010