Yao Rong

Orcid: 0000-0002-6031-3741

Affiliations:

Rice University, Computer Science Department, Houston, TX, USA
Technical University of Munich (TUM), Germany (PhD 2024)

According to our database¹, Yao Rong authored at least 27 papers between 2019 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

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Bibliography

2025

Efficient GNN Explanation via Learning Removal-based Attribution.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, February, 2025

Benchmarking In-Context Learning Strategies of Large Language Models for Math Reasoning Tasks.

[BibT_eX]

[DOI]

IEEE Trans. Learn. Technol., 2025

The Need for Human-AI Collaborative Methods for Conducting Audits of Machine Learning Models.

[BibT_eX]

[DOI]

Yao Rong

Vaibhav V. Unhelkar

Proceedings of the 2025 AAAI Spring Symposium Series, 2025

2024

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

[BibT_eX]

[DOI]

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

Benchmarking Large Language Models for Math Reasoning Tasks.

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

Stepwise Self-Consistent Mathematical Reasoning with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Faithful Attention Explainer: Verbalizing Decisions Based on Discriminative Features.

[BibT_eX]

[DOI]

Yao Rong

David Scheerer

Enkelejda Kasneci

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

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

[BibT_eX]

[DOI]

Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2024

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

[BibT_eX]

[DOI]

Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2024

P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

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

[BibT_eX]

[DOI]

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

2023

When are post-hoc conceptual explanations identifiable?

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2023

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

[BibT_eX]

[DOI]

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

2022

Where and What: Driver Attention-based Object Detection.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Intell. Transp. Syst. Mag., 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Disentangling Embedding Spaces with Minimal Distributional Assumptions.

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Evaluating Feature Attribution: An Information-Theoretic Perspective.

[BibT_eX]

[DOI]

CoRR, 2022

A Consistent and Efficient Evaluation Strategy for Attribution Methods.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

2021

Human Attention in Fine-grained Classification.

[BibT_eX]

[DOI]

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

2020

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

[BibT_eX]

[DOI]

Yao Rong

Zeynep Akata

Enkelejda Kasneci

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

Explainable Online Validation of Machine Learning Models for Practical Applications.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2019

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

[BibT_eX]

[DOI]

Okan Köpüklü

Yao Rong

Gerhard Rigoll

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

Yao Rong

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