Yao Rong

42 papers A* 2A 2B 5Journal 27Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Benchmarking In-Context Learning Strategies of Large Language Models for Math Reasoning Tasks.
IEEE Trans. Learn. Technol.
Yao Rong, Kathrin Seßler, Emek Gözlüklü, Enkelejda Kasneci
2025 J jnl
Efficient GNN Explanation via Learning Removal-based Attribution.
ACM Trans. Knowl. Discov. Data
Yao Rong, Guanchu Wang, Qizhang Feng, Ninghao Liu, Zirui Liu, Enkelejda Kasneci, Xia Hu
2025 — conf
The Need for Human-AI Collaborative Methods for Conducting Audits of Machine Learning Models.
AAAI Spring Symposia
Yao Rong, Vaibhav V. Unhelkar
2024 B conf
A Transformer-Based Model for the Prediction of Human Gaze Behavior on Videos.
ETRA
Süleyman Özdel, Yao Rong, Berat Mert Albaba, Yen-Ling Kuo, Xi Wang, Enkelejda Kasneci
2024 J jnl
A Transformer-Based Model for the Prediction of Human Gaze Behavior on Videos.
CoRR
Süleyman Özdel, Yao Rong, Berat Mert Albaba, Yen-Ling Kuo, Xi Wang, Enkelejda Kasneci
2024 J jnl
Benchmarking Large Language Models for Math Reasoning Tasks.
CoRR
Kathrin Seßler, Yao Rong, Emek Gözlüklü, Enkelejda Kasneci
2024 — conf
Faithful Attention Explainer: Verbalizing Decisions Based on Discriminative Features.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Yao Rong, David Scheerer, Enkelejda Kasneci
2024 J jnl
Faithful Attention Explainer: Verbalizing Decisions Based on Discriminative Features.
CoRR
Yao Rong, David Scheerer, Enkelejda Kasneci
2024 B conf
Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention.
ETRA
Süleyman Özdel, Yao Rong, Berat Mert Albaba, Yen-Ling Kuo, Xi Wang, Enkelejda Kasneci
2024 J jnl
Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention.
CoRR
Süleyman Özdel, Yao Rong, Berat Mert Albaba, Yen-Ling Kuo, Xi Wang, Enkelejda Kasneci
2024 A* conf
I-CEE: Tailoring Explanations of Image Classification Models to User Expertise.
AAAI
Yao Rong, Peizhu Qian, Vaibhav V. Unhelkar, Enkelejda Kasneci
2024 J jnl
Introduction to Eye Tracking: A Hands-On Tutorial for Students and Practitioners.
CoRR
Enkelejda Kasneci, Hong Gao, Süleyman Özdel, Virmarie Maquiling, Enkeleda Thaqi, Ka Hei Carrie Lau, Yao Rong, Gjergji Kasneci, Efe Bozkir
2024 — conf
P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models.
ACL (Findings)
Shuo Yang, Chenchen Yuan, Yao Rong, Felix Steinbauer, Gjergji Kasneci
2024 J jnl
P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models.
CoRR
Shuo Yang, Chenchen Yuan, Yao Rong, Felix Steinbauer, Gjergji Kasneci
2024 J jnl
Stepwise Self-Consistent Mathematical Reasoning with Large Language Models.
CoRR
Zilong Zhao, Yao Rong, Dongyang Guo, Emek Gözlüklü, Emir Gülboy, Enkelejda Kasneci
2024 J jnl
Towards Human-Centered Explainable AI: A Survey of User Studies for Model Explanations.
IEEE Trans. Pattern Anal. Mach. Intell.
Yao Rong, Tobias Leemann, Thai-trang Nguyen, Lisa Fiedler, Peizhu Qian, Vaibhav V. Unhelkar, Tina Seidel, Gjergji Kasneci, Enkelejda Kasneci
2023 — conf
DynStatF: An Efficient Feature Fusion Strategy for LiDAR 3D Object Detection.
CVPR Workshops
Yao Rong, Xiangyu Wei, Tianwei Lin, Yueyu Wang, Enkelejda Kasneci
2023 J jnl
DynStatF: An Efficient Feature Fusion Strategy for LiDAR 3D Object Detection.
CoRR
Yao Rong, Xiangyu Wei, Tianwei Lin, Yueyu Wang, Enkelejda Kasneci
2023 J jnl
Efficient GNN Explanation via Learning Removal-based Attribution.
CoRR
Yao Rong, Guanchu Wang, Qizhang Feng, Ninghao Liu, Zirui Liu, Enkelejda Kasneci, Xia Ben Hu
2023 J jnl
I-CEE: Tailoring Explanations of Image Classification Models to User Expertise.
CoRR
Yao Rong, Peizhu Qian, Vaibhav V. Unhelkar, Enkelejda Kasneci
2023 A conf
When are post-hoc conceptual explanations identifiable?
UAI
Tobias Leemann, Michael Kirchhof, Yao Rong, Enkelejda Kasneci, Gjergji Kasneci
2022 A* conf
A Consistent and Efficient Evaluation Strategy for Attribution Methods.
ICML
Yao Rong, Tobias Leemann, Vadim Borisov, Gjergji Kasneci, Enkelejda Kasneci
2022 J jnl
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey.
IEEE Intell. Transp. Syst. Mag.
Yao Rong, Chao Han, Christian Hellert, Antje Loyal, Enkelejda Kasneci
2022 J jnl
Disentangling Embedding Spaces with Minimal Distributional Assumptions.
CoRR
Tobias Leemann, Michael Kirchhof, Yao Rong, Enkelejda Kasneci, Gjergji Kasneci
2022 J jnl
Evaluating Feature Attribution: An Information-Theoretic Perspective.
CoRR
Yao Rong, Tobias Leemann, Vadim Borisov, Gjergji Kasneci, Enkelejda Kasneci
2022 J jnl
Towards Human-centered Explainable AI: User Studies for Model Explanations.
CoRR
Yao Rong, Tobias Leemann, Thai-trang Nguyen, Lisa Fiedler, Tina Seidel, Gjergji Kasneci, Enkelejda Kasneci
2022 J jnl
User Trust on an Explainable AI-based Medical Diagnosis Support System.
CoRR
Yao Rong, Nora Castner, Efe Bozkir, Enkelejda Kasneci
2022 J jnl
Where and What: Driver Attention-based Object Detection.
CoRR
Yao Rong, Naemi-Rebecca Kassautzki, Wolfgang Fuhl, Enkelejda Kasneci
2022 J jnl
Where and What: Driver Attention-based Object Detection.
Proc. ACM Hum. Comput. Interact.
Yao Rong, Naemi-Rebecca Kassautzki, Wolfgang Fuhl, Enkelejda Kasneci
2021 J jnl
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey.
CoRR
Yao Rong, Chao Han, Christian Hellert, Antje Loyal, Enkelejda Kasneci
2021 A conf
Human Attention in Fine-grained Classification.
BMVC
Yao Rong, Wenjia Xu, Zeynep Akata, Enkelejda Kasneci
2021 J jnl
Human Attention in Fine-grained Classification.
CoRR
Yao Rong, Wenjia Xu, Zeynep Akata, Enkelejda Kasneci
2020 — conf
Driver Intention Anticipation Based on In-Cabin and Driving Scene Monitoring.
ITSC
Yao Rong, Zeynep Akata, Enkelejda Kasneci
2020 J jnl
Driver Intention Anticipation Based on In-Cabin and Driving Scene Monitoring.
CoRR
Yao Rong, Zeynep Akata, Enkelejda Kasneci
2020 B conf
DriverMHG: A Multi-Modal Dataset for Dynamic Recognition of Driver Micro Hand Gestures and a Real-Time Recognition Framework.
FG
Okan Köpüklü, Thomas Ledwon, Yao Rong, Neslihan Kose, Gerhard Rigoll
2020 J jnl
DriverMHG: A Multi-Modal Dataset for Dynamic Recognition of Driver Micro Hand Gestures and a Real-Time Recognition Framework.
CoRR
Okan Köpüklü, Thomas Ledwon, Yao Rong, Neslihan Kose, Gerhard Rigoll
2020 B conf
Explainable Online Validation of Machine Learning Models for Practical Applications.
ICPR
Wolfgang Fuhl, Yao Rong, Thomas Motz, Michael Scheidt, Andreas Hartel, Andreas Koch, Enkelejda Kasneci
2020 J jnl
Explainable Online Validation of Machine Learning Models for Practical Applications.
CoRR
Wolfgang Fuhl, Yao Rong, Thomas Motz, Michael Scheidt, Andreas Hartel, Andreas Koch, Enkelejda Kasneci
2020 B conf
Fully Convolutional Neural Networks for Raw Eye Tracking Data Segmentation, Generation, and Reconstruction.
ICPR
Wolfgang Fuhl, Yao Rong, Enkelejda Kasneci
2020 J jnl
Fully Convolutional Neural Networks for Raw Eye Tracking Data Segmentation, Generation, and Reconstruction.
CoRR
Wolfgang Fuhl, Yao Rong, Enkelejda Kasneci
2019 — conf
Talking With Your Hands: Scaling Hand Gestures and Recognition With CNNs.
ICCV Workshops
Okan Köpüklü, Yao Rong, Gerhard Rigoll
2019 J jnl
Talking with Your Hands: Scaling Hand Gestures and Recognition with CNNs.
CoRR
Okan Köpüklü, Yao Rong, Gerhard Rigoll