Adi Lin

According to our database, Adi Lin authored at least 9 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

MixingInsights: A Framework for Causal Inference with Confounder Representation Learning from Mixed Structured and Textual Data.

Lu Feng, Adi Lin, Zhiyong Luo

Cogn. Comput., December, 2026

2023

Direct Learning With Multi-Task Neural Networks for Treatment Effect Estimation.

Fujin Zhu, Jie Lu, Adi Lin, Junyu Xuan, Guangquan Zhang

IEEE Trans. Knowl. Data Eng., March, 2023

2021

Causal Inference Using Bayesian Deep Learning

Adi Lin

PhD thesis, 2021

Deep Bayesian Estimation for Dynamic Treatment Regimes with a Long Follow-up Time.

Adi Lin, Jie Lu, Junyu Xuan, Fujin Zhu, Guangquan Zhang

CoRR, 2021

2020

A Causal Dirichlet Mixture Model for Causal Inference from Observational Data.

Adi Lin, Jie Lu, Junyu Xuan, Fujin Zhu, Guangquan Zhang

ACM Trans. Intell. Syst. Technol., 2020

A Pareto-smoothing method for causal inference using generalized Pareto distribution.

Fujin Zhu, Jie Lu, Adi Lin, Guangquan Zhang

Neurocomputing, 2020

2019

One-Stage Deep Instrumental Variable Method for Causal Inference from Observational Data.

Adi Lin, Jie Lu, Junyu Xuan, Fujin Zhu, Guangquan Zhang

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018

Counterfactual Inference with Hidden Confounders Using Implicit Generative Models.

Fujin Zhu, Adi Lin, Guangquan Zhang, Jie Lu

Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

2016

A new time-dependent algorithm for post enrolment-based course timetabling problem.

Hongteng Wu, Adi Lin, Defu Zhang, Carine Pierrette Mukamakuza

Proceedings of the Eighth International Conference on Advanced Computational Intelligence, 2016