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Shijing Wang

Ph.D. Student in Computer Science
Beijing Jiaotong University, China
shijingwang@bjtu.edu.cn


About Me

I am a second-year Ph.D. student in Computer Science at Beijing Jiaotong University (BJTU), China, under the supervision of Prof. Yaping Huang. This is my CV.

My research interests span a wide range of fields within machine learning and computer vision, with a focus on areas related to human gaze, including gaze estimation, gaze following, and scanpath prediction. I am dedicated to leveraging gaze as a cue to address real-world human-computer interaction problems.

I enjoy engaging in academic discussions and collaborations. Currently, I am seeking opportunities for joint Ph.D. supervision through the National Scholarship for Studying Abroad program of the China Scholarship Council (CSC), which I believe will broaden my international perspective and further enhance my ability to apply gaze-based techniques to human-computer interaction challenges.

Research Interests

Using computer vision and machine learning techniques to leverage gaze as a cue in addressing human-computer interaction problems.

Eduction

Publications

The following papers are the works related to gaze estimation that I have completed as the first author during my Ph.D. studies.

  1. AAAI 2024
    Suppressing Uncertainty in Gaze Estimation
    Shijing Wang, Yaping Huang* (*Corresponding author)
    Association for the Advancement of Artificial Intelligence (AAAI), 2024.
    PDF Poster BibTex CCF-A

  2. Under review
    Cross-Dataset Gaze Estimation by Evidential Inter-intra Fusion
    Shijing Wang, Yaping Huang*, Jun Xie, Yi Tian, Feng Chen, Zhepeng Wang
    arXiv preprint arXiv:2409.04766v3
    PDF BibTex Under review

The following papers are works related to other applications of machine learning that I co-authored with my colleagues during my Master’s studies.

  1. ECML-PKDD 2023
    Vmf loss: Exploring a scattered intra-class hypersphere for few-shot learning
    Xin Liu, Shijing Wang, Kairui Zhou, Yilin Lyu, Mingyang Song, Liping Jing*, Tieyong Zeng, Jian Yu
    Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD), 2023.
    PDF Code BibTex CCF-B

  2. 计算机科学
    序列标签推荐 (Sequencial Tag Recommendation)
    Bing Liu, Pengyu Xu, Sijin Lu, Shijing Wang, Hongjian Sun, Liping Jing*
    计算机科学 (Computer Science).
    PDF BibTex Chinese CCF-B Accepted but not yet published

The following papers were completed by my colleagues before I joined the PhD team. They collected scanpath data of children with autism spectrum disorder (ASD) using an eye tracker from our lab. I plan to use the data they collected and continue their work by conducting further scanpath research, which is why I have included these papers here. Additionally, I will further explore how to better incorporate the Tobii Pro Spectrum eye tracker, available in our lab, into my future work.

  1. MICCAI 2023
    Uncertainty Inspired Autism SpectrumDisorder Screening
    Ying Zhang, Yaping Huang*, Jiansong Qi, Sihui Zhang, Mei Tian,and Yi Tian
    International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023.
    PDF BibTex CCF-B

  2. ACM MM 2024
    Visual Question Answering Driven Eye Tracking Paradigm for Identifying Children with Autism Spectrum Disorder
    Jiansong Qi, Yaping Huang*, Ying Zhang, Sihui Zhang, Mei Tian, Yi Tian, Fanchao Meng, Lin Guan, and Tianyi Chang
    ACM International Conference on Multimedia (ACM MM), 2024.
    PDF BibTex CCF-A

Project

Honors and Awards