Publications

Google Scholar

• SABAF: Removing Strong Attribute Bias from Neural Networks with Adversarial Filtering
  [Code]
  Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E Hussein, Wael AbdAlmageed, submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023.

• A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment
  Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Mohamed E. Hussein, Wael Abd-Almageed, accepted by International Conference on Machine Learning (ICML), 2023.

• A Critical Review of Predominant Bias in Machine Intelligence
  Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E Hussein, Wael AbdAlmageed, planning to be submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023.

• Ethics and Fairness for Diabetes Artificial Intelligence
  Jiazhi Li, Wael Abd-Almageed, accepted as the book chapter in “Diabetes Digital Health, Telehealth, and Artificial Intelligence, Elsevier”, 2024.

• Information-Theoretic Bounds on The Removal of Attribute-Specific Bias from Neural Networks
  Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E Hussein, Wael AbdAlmageed, accepted by Conference on Neural Information Processing Systems (NeurIPS) Workshops on Algorithmic Fairness through the Lens of Time, 2023.

• CAT: Controllable Attribute Translation for Fair Attribute Classification
  Jiazhi Li, Wael Abd-Almageed, accepted by European Conference on Computer Vision (ECCV) Workshops on VISION WITH BIASED OR SCARCE DATA, 2022.

• Information-Theoretic Bias Assessment Of Learned Representations Of Pretrained Face Recognition
  [code]
  Jiazhi Li, Wael Abd-Almageed, accepted by IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2021.

• Automatic Analysis of Lateral Cephalograms Based on Multiresolution Decision Tree Regression Voting
  Shumeng Wang, Huiqi Li, Jiazhi Li, Yanjun Zhang, Bingshuang Zou, ccepted by Journal of Healthcare Engineering, 2018.

• An Investigation on the Position Encoding in Vision-Based Dynamics Prediction
  Jiageng Zhu, Hanchen Xie, Jiazhi Li, Mahyar Khayatkhoei, Wael AbdAlmageed, In-Submission, 2023.

• Shadow Datasets, New challenging datasets for Causal Representation Learning
  [code]
  Jiageng Zhu, Hanchen Xie, Jianhua Wu, Jiazhi Li, Mahyar Khayatkhoei, Mohamed E Hussein, Wael AbdAlmageed, Pre-Print, 2023.