Yao Rong

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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
E-Mail
yao.rong@uni-tuebingen.de
Office
Sand 14, C222
Office hours
on appointment

Publications on Google Scholar

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.

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2021

Human Attention in Fine-grained Classification

Yao Rong, Wenjia Xu, Zeynep Akata, and Enkelejda Kasneci. Peer-reviewed publication, 2021.

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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.

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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.

PDF BIB Supplementary Material

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.

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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.

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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.

PDF BIB

Teaching

Course Term
Grundlagen der Multimediatechnik

Open Thesis Topics

Assigned Thesis Topics

Finished Thesis Topics