Publications

2022

1. JAD

   Learning Cognitive-Test-Based Interpretable Rules for Prediction and Early Diagnosis of Dementia Using Neural Networks

   Zhuo Wang, Jie Wang, Ning Liu, Caiyan Liu, Xiuxing Li, Liling Dong, Rui Zhang, Chenhui Mao, Zhichao Duan, Wei Zhang, and  others

   Journal of Alzheimer’s Disease 2022

   HTML PDF
2. WWW

   Neuro-Symbolic Interpretable Collaborative Filtering for Attribute-based Recommendation

   Wei Zhang, Junbing Yan,  Zhuo Wang, and Jianyong Wang

   In Proceedings of the ACM Web Conference 2022

   PDF Code
3. JPM

   Random Forest Model in the Diagnosis of Dementia Patients with Normal Mini-Mental State Examination Scores

   Jie Wang,  Zhuo Wang, Ning Liu, Caiyan Liu, Chenhui Mao, Liling Dong, Jie Li, Xinying Huang, Dan Lei, Shanshan Chu, and  others

   Journal of personalized medicine 2022

   PDF

2021

1. NeurIPS

   Scalable rule-based representation learning for interpretable classification

   Zhuo Wang, Wei Zhang, Ning Liu, and Jianyong Wang

   Advances in Neural Information Processing Systems 2021

   PDF Code Supplementary

2020

1. AAAI

   Transparent classification with multilayer logical perceptrons and random binarization

   Zhuo Wang, Wei Zhang, LIU Ning, and Jianyong Wang

   In Proceedings of the AAAI conference on artificial intelligence 2020

   PDF Code Oral