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Xinli Yue

Machine Learning Researcher

Education

Master's Degree in Cyberspace Security

Wuhan University
2022 - 2025

Bachelor's Degree in Information Security

Wuhan University
2018 - 2022
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Career Profile

I am Xinli Yue, a master student at the NIS&P Lab of Wuhan University, supervised by Qian Wang. My research focuses on adversarial training and video quality assessment. I have also served as a reviewer for TPAMI and TNNLS.

Publications

Revisiting Adversarial Training under Long-Tailed Distributions
Xinli Yue, Ningping Mou, Qian Wang, Lingchen Zhao
Conference on Computer Vision and Pattern Recognition (CVPR), 2024
[Paper] [Code] [Video] [Slide] [Poster]
Revisiting Adversarial Robustness Distillation from the Perspective of Robust Fairness
Xinli Yue, Ningping Mou, Qian Wang, Lingchen Zhao
Advances in Neural Information Processing Systems (NeurIPS), 2023
[Paper] [Code] [Video] [Slide] [Poster]
Fairness is Essential for Robustness: Fair Adversarial Training by Identifying and Augmenting Hard Examples
Ningping Mou, Xinli Yue, Lingchen Zhao, Qian Wang
Frontiers of Computer Science (FCS)
[Paper]
Revisiting Video Quality Assessment from the Perspective of Generalization
Xinli Yue, Jianhui Sun, Liangchao Yao, Fan Xia, Yuetang Deng, Tianyi Wang, Lei Li, Fengyun Rao, Jing Lv, Qian Wang, Lingchen Zhao
[Paper] [Code]
Advancing Video Quality Assessment for AIGC
Xinli Yue, Jianhui Sun, Han Kong, Liangchao Yao, Tianyi Wang, Lei Li, Fengyun Rao, Jing Lv, Fan Xia, Yuetang Deng, Qian Wang, Lingchen Zhao
[Paper]

Experiences

Computer Vision Algorithm Engineer

2024.5 - 2024.8
WeChat, Guangzhou

Research on Video Quality Assessment for WeChat Channels.

Education & Awards

Master's Degree in Cyberspace Security

2022 - 2025
Wuhan University
  • National Scholarship, 2024
  • Graduate Study Scholarship, 2023
  • “China Optics Valley·Huawei Cup” 19th China Graduate Mathematics Modeling Competition, National Third Prize, 2022

Bachelor's Degree in Information Security

2018 - 2022
Wuhan University
  • Outstanding undergraduate graduate of Wuhan University, 2022
  • Luoge-Tianyou Scholarship (top 1%), Wuhan University, 2021
  • The 12th National College Student Mathematics Competition (Non-mathematics Category), Third Prize, 2020
  • National College Students’ Mathematical Modeling Contest, Hubei Provincial Second Prize, 2020
  • The 11th National College Student Mathematics Competition (Non-mathematics Category), Third Prize, 2019