Jiuyong Li (李久永)
University of South Australia
H-index: 52
Oceania-Australia
Top articles of Jiuyong Li (李久永)
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Data-driven causal effect estimation based on graphical causal modelling: A survey | Debo Cheng Jiuyong Li Lin Liu Jixue Liu Thuc Duy Le | 2024/1/12 | |
When the past!= the future: Assessing the Impact of Dataset Drift on the Fairness of Learning Analytics Models | IEEE Transactions on Learning Technologies | Oscar Blessed Deho Lin Liu Jiuyong Li Jixue Liu Chen Zhan | 2024/1/9 |
FedCSL: A Scalable and Accurate Approach to Federated Causal Structure Learning | Proceedings of the AAAI Conference on Artificial Intelligence | Xianjie Guo Kui Yu Lin Liu Jiuyong Li | 2024/3/24 |
Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders | Debo Cheng Ziqi Xu Jiuyong Li Lin Liu Jixue Liu | 2024 | |
Fairmod: making predictions fair in multiple protected attributes | Knowledge and Information Systems | Jixue Liu Jiuyong Li Lin Liu Thuc Le Feiyue Ye | 2024/3 |
Scanning sample-specific miRNA regulation from bulk and single-cell RNA-sequencing data | bioRxiv | Junpeng Zhang Lin Liu Xuemei Wei Chunwen Zhao Yanbi Luo | 2023 |
Linking a predictive model to causal effect estimation | arXiv preprint arXiv:2304.04566 | Jiuyong Li Lin Liu Ziqi Xu Ha Xuan Tran Thuc Duy Le | 2023/4/10 |
Disentangled representation for causal mediation analysis | Ziqi Xu Debo Cheng Jiuyong Li Jixue Liu Lin Liu | 2023/2/19 | |
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference | Debo Cheng Ziqi Xu Jiuyong Li Lin Liu Jixue Liu | 2024 | |
Causal heterogeneity discovery by bottom-up pattern search for personalised decision making | Applied Intelligence | Jiuyong Li Lin Liu Shisheng Zhang Saisai Ma Thuc Duy Le | 2023/4 |
Causal Inference with Conditional Instruments Using Deep Generative Models | Proceedings of the AAAI Conference on Artificial Intelligence | Debo Cheng Ziqi Xu Jiuyong Li Lin Liu Jixue Liu | 2023/6/26 |
Assessing the Fairness of Course Success Prediction Models in the Face of (Un) equal Demographic Group Distribution | Oscar Blessed Deho Srecko Joksimovic Lin Liu Jiuyong Li Chen Zhan | 2023/7/20 | |
Causal Disentanglement for Adversarial Defense | Ji-Young Park Lin Liu Jixue Liu Jiuyong Li | 2023/11/27 | |
Adaptive Skeleton Construction for Accurate DAG Learning | IEEE Transactions on Knowledge and Data Engineering | Xianjie Guo Kui Yu Lin Liu Peipei Li Jiuyong Li | 2023/4/10 |
Disentangled representation with causal constraints for counterfactual fairness | arXiv preprint arXiv:2208.09147 | Ziqi Xu Jixue Liu Debo Cheng Jiuyong Li Lin Liu | 2022/8/19 |
Learning Conditional Instrumental Variable Representation for Causal Effect Estimation | Debo Cheng Ziqi Xu Jiuyong Li Lin Liu Thuc Duy Le | 2023 | |
DATM: A Novel Data Agnostic Topic Modeling Technique With Improved Effectiveness for Both Short and Long Text | IEEE Access | Michael Bewong John Wondoh Selasi Kwashie Jixue Liu Lin Liu | 2023/3/28 |
Causal Effect Estimation with Variational AutoEncoder and the Front Door Criterion | arXiv preprint arXiv:2304.11969 | Ziqi Xu Debo Cheng Jiuyong Li Jixue Liu Lin Liu | 2023/4/24 |
Personalized Interventions to Increase the Employment Success of People with Disability | IEEE Transactions on Big Data | Ha Xuan Tran Thuc Duy Le Jiuyong Li Lin Liu Jixue Liu | 2023/7/3 |
Multi-label feature selection via adaptive label correlation estimation | ACM Transactions on Knowledge Discovery from Data | Zan Zhang Zhe Zhang Jialu Yao Lin Liu Jiuyong Li | 2023/8/10 |
Co-Authors
