Yao Rong

About Yao Rong

Yao Rong, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Eberhard Karls Universität Tübingen, specializes in the field of XAI, Human-centered XAI, Human-AI Interaction.

His recent articles reflect a diverse array of research interests and contributions to the field:

Introduction to Eye Tracking: A Hands-On Tutorial for Students and Practitioners

Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention

A Transformer-Based Model for the Prediction of Human Gaze Behavior on Videos

Stepwise Self-Consistent Mathematical Reasoning with Large Language Models

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

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

Caution to the exemplars: On the intriguing effects of example choice on human trust in xai

Efficient gnn explanation via learning removal-based attribution

Yao Rong Information

University

Position

___

Citations(all)

275

Citations(since 2020)

275

Cited By

17

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

Eberhard Karls Universität Tübingen

Google Scholar

View Google Scholar Profile

Yao Rong Skills & Research Interests

XAI

Human-centered XAI

Human-AI Interaction

Top articles of Yao Rong

Title

Journal

Author(s)

Publication Date

Introduction to Eye Tracking: A Hands-On Tutorial for Students and Practitioners

arXiv preprint arXiv:2404.15435

Enkelejda Kasneci

Hong Gao

Suleyman Ozdel

Virmarie Maquiling

Enkeleda Thaqi

...

2024/4/23

Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention

arXiv preprint arXiv:2404.07347

Suleyman Ozdel

Yao Rong

Berat Mert Albaba

Yen-Ling Kuo

Xi Wang

2024/4/10

A Transformer-Based Model for the Prediction of Human Gaze Behavior on Videos

arXiv preprint arXiv:2404.07351

Suleyman Ozdel

Yao Rong

Berat Mert Albaba

Yen-Ling Kuo

Xi Wang

2024/4/10

Stepwise Self-Consistent Mathematical Reasoning with Large Language Models

arXiv preprint arXiv:2402.17786

Zilong Zhao

Yao Rong

Dongyang Guo

Emek Gözlüklü

Emir Gülboy

...

2024/2/24

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

arXiv preprint arXiv:2312.12102

Yao Rong

Peizhu Qian

Vaibhav Unhelkar

Enkelejda Kasneci

2023/12/19

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

IEEE Transactions on Pattern Analysis and Machine Intelligence

Yao Rong

Tobias Leemann

Thai-Trang Nguyen

Lisa Fiedler

Peizhu Qian

...

2023/11/13

Caution to the exemplars: On the intriguing effects of example choice on human trust in xai

Tobias Leemann

Yao Rong

Thai-Trang Nguyen

Enkelejda Kasneci

Gjergji Kasneci

2023/10/27

Efficient gnn explanation via learning removal-based attribution

arXiv preprint arXiv:2306.05760

Yao Rong

Guanchu Wang

Qizhang Feng

Ninghao Liu

Zirui Liu

...

2023/6/9

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

Yao Rong

Xiangyu Wei

Tianwei Lin

Yueyu Wang

Enkelejda Kasneci

2023

When are Post-hoc Conceptual Explanations Identifiable?

Tobias Leemann

Michael Kirchhof

Yao Rong

Enkelejda Kasneci

Gjergji Kasneci

2023/7/2

Where and what: Driver attention-based object detection

Proceedings of the ACM on Human-Computer Interaction

Yao Rong

Naemi-Rebecca Kassautzki

Wolfgang Fuhl

Enkelejda Kasneci

2022/5/13

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

arXiv preprint arXiv:2204.12230

Yao Rong

Nora Castner

Efe Bozkir

Enkelejda Kasneci

2022/4/26

Coherence evaluation of visual concepts with objects and language

Tobias Leemann

Yao Rong

Stefan Kraft

Enkelejda Kasneci

Gjergji Kasneci

2022/2/28

A Consistent and Efficient Evaluation Strategy for Attribution Methods

Yao Rong

Tobias Leemann

Vadim Borisov

Gjergji Kasneci

Enkelejda Kasneci

2022/6/28

Fully convolutional neural networks for raw eye tracking data segmentation, generation, and reconstruction

Wolfgang Fuhl

Yao Rong

Enkelejda Kasneci

2021/1/10

Explainable online validation of machine learning models for practical applications

Wolfgang Fuhl

Yao Rong

Thomas Motz

Michael Scheidt

Andreas Hartel

...

2021/1/10

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

IEEE Intelligent Transportation Systems Magazine

Yao Rong

Chao Han

Christian Hellert

Antje Loyal

Enkelejda Kasneci

2021/1/6

Human Attention in Fine-grained Classification

arXiv preprint arXiv:2111.01628

Yao Rong

Wenjia Xu

Zeynep Akata

Enkelejda Kasneci

2021/11/2

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

2020/11/16

Driver intention anticipation based on in-cabin and driving scene monitoring

Yao Rong

Zeynep Akata

Enkelejda Kasneci

2020/9/20

See List of Professors in Yao Rong University(Eberhard Karls Universität Tübingen)

Co-Authors

H-index: 47
Enkelejda Kasneci

Enkelejda Kasneci

Eberhard Karls Universität Tübingen

H-index: 42
Zeynep Akata

Zeynep Akata

Eberhard Karls Universität Tübingen

H-index: 38
Gjergji Kasneci

Gjergji Kasneci

Eberhard Karls Universität Tübingen

H-index: 13
Okan KÖPÜKLÜ

Okan KÖPÜKLÜ

Technische Universität München

H-index: 11
Nora Castner

Nora Castner

Eberhard Karls Universität Tübingen

H-index: 10
Guanchu Wang

Guanchu Wang

University of Science and Technology of China

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