Yao Rong
University of Tübingen
Dpt. of Computer Science
Human-Computer Interaction
Sand 14
72076 Tübingen
Germany
- Telephone
- +49 - (0) 70 71 - 29 - 77347
- Telefax
- +49 - (0) 70 71 - 29 - 50 62
- yao.rong@uni-tuebingen.de
- Office
- Sand 14, C222
- Office hours
- on appointment
Research Interests
- Human attention in computer vision
- Human-centered explainable AI
- Machine Learning/Deep Learning
Education
- 2019 - Present: Ph.D. Candidate in Computer Science, Eberhard Karls University of Tübingen, Germany.
- 2019: M.Sc. in Electrical and Computer Engineering, Technical University of Munich, Germany.
- 2016: B.Eng. in Mechatronic Engineering, Tongji University, China & Munich University of Applied Sciences, Germany (Dual-degree).
Publications
2022
Evaluating Feature Attribution: An Information-Theoretic Perspective
Yao Rong, Tobias Leemann, Vadim Borisov, Gjergji Kasneci, and Enkelejda Kasneci. arXiv preprint arXiv:2202.00449, 2022.
2021
Human Attention in Fine-grained Classification
Yao Rong, Wenjia Xu, Zeynep Akata, and Enkelejda Kasneci. Peer-reviewed publication, 2021.
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey
Yao Rong, Chao Han, Christian Hellert, Antje Loyal, and Enkelejda Kasneci. IEEE Intelligent Transportation Systems Magazine. IEEE, 2021.
2020
Fully Convolutional Neural Networks for Raw Eye Tracking Data Segmentation, Generation, and Reconstruction
Wolfgang Fuhl, Yao Rong, and Kasneci Enkelejda. Proceedings of the International Conference on Pattern Recognition, pages 0–0, 2020.
Explainable Online Validation of Machine Learning Models for Practical Applications
Wolfgang Fuhl, Yao Rong, Thomas Motz, Michael Scheidt, Andreas Hartel, Andreas Koch, and Enkelejda Kasneci. Proceedings of the International Conference on Pattern Recognition, pages 0–0, 2020.
Driver Intention Anticipation Based on In-Cabin and Driving Scene Monitoring
Rong Yao, Akata Zeynep, and Kasneci Enkelejda. IEEE Conference on Intelligent Transportation Systems (ITSC), 2020, pages 0–0, 2020.
2019
Talking with Your Hands: Scaling Hand Gestures and Recognition with CNNs
Okan Kopuklu, Yao Rong, and Gerhard Rigoll. Proceedings of the IEEE International Conference on Computer Vision Workshops, pages 0–0, 2019.
Teaching
| Course | Term |
|---|---|
| Grundlagen der Multimediatechnik |