Lin Liu
University of South Australia
H-index: 37
Oceania-Australia
Top articles of Lin Liu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder | Ziqi Xu Debo Cheng Jiuyong Li Jixue Liu Lin 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 |
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference | Debo Cheng Ziqi Xu Jiuyong Li Lin Liu Jixue Liu | 2024 | |
Dynamic Long-Term Time-Series Forecasting via Meta Transformer Networks | IEEE Transactions on Artificial Intelligence | Muhammad Anwar Ma'sum MD Sarkar Mahardhika Pratama Savitha Ramasamy Sreenatha Anavatti | 2024/1/25 |
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 | |
Partial Label Feature Selection: An Adaptive Approach | IEEE Transactions on Knowledge and Data Engineering | Zan Zhang Jialu Yao Lin Liu Jiuyong Li Lei Li | 2024/2/13 |
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 | |
Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions | Knowledge-Based Systems | Muhammad Furqon Mahardhika Pratama Lin Liu Habibullah Habibullah Kutluyil Dogancay | 2024/4/16 |
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 |
Stabilising Job Survival Analysis for Disability Employment Services in Unseen Environments | Ha Xuan Tran Thuc Duy Le Jiuyong Li Lin Liu Xiaomei Li | 2023/8/6 | |
Causal Disentanglement for Adversarial Defense | Ji-Young Park Lin Liu Jixue Liu Jiuyong Li | 2023/11/27 | |
Integrating Global and Local Feature Selection for Multi-Label Learning | ACM Transactions on Knowledge Discovery from Data | Zan Zhang Lin Liu Jiuyong Li Xindong Wu | 2023/2/20 |
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 |
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 | |
A Data-Driven Approach to Finding K for K Nearest Neighbor Matching in Average Causal Effect Estimation | Tingting Xu Yinghao Zhang Jiuyong Li Lin Liu Ziqi Xu | 2023/10/21 | |
Disentangled Representation for Causal Mediation Analysis | Ziqi Xu Debo Cheng Jiuyong Li Jixue Liu Lin Liu | 2023/2/19 | |
Discovering ancestral instrumental variables for causal inference from observational data | IEEE Transactions on Neural Networks and Learning Systems | Debo Cheng Jiuyong Li Lin Liu Kui Yu Thuc Duy Le | 2023/4/5 |
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 |
Pan-cancer characterization of ncRNA synergistic competition uncovers potential carcinogenic biomarkers | PLOS Computational Biology | Junpeng Zhang Lin Liu Xuemei Wei Chunwen Zhao Sijing Li | 2023/10/9 |
Co-Authors
