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Jinduo Liu
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 15
Top Topics
Markov Blanket
Conditional Independence
Swarm Intelligence
Structural Learning
Top Venues
BIBM
IEEE Trans. Neural Networks Learn. Syst.
AAAI
Soft Comput.
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Publications
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Junzhong Ji
,
Lu Han
,
Feipeng Wang
,
Jinduo Liu
Dynamic Effective Connectivity Learning Based on Nonparametric State Estimation and GAN.
IEEE Trans. Instrum. Meas.
73 (2024)
Junzhong Ji
,
Aixiao Zou
,
Jinduo Liu
,
Cuicui Yang
,
Xiaodan Zhang
,
Yongduan Song
A Survey on Brain Effective Connectivity Network Learning.
IEEE Trans. Neural Networks Learn. Syst.
34 (4) (2023)
Liuyi Yao
,
Yaliang Li
,
Sheng Li
,
Jinduo Liu
,
Mengdi Huai
,
Aidong Zhang
,
Jing Gao
Concept-Level Model Interpretation From the Causal Aspect.
IEEE Trans. Knowl. Data Eng.
35 (9) (2023)
Liuyi Yao
,
Yaliang Li
,
Bolin Ding
,
Jingren Zhou
,
Jinduo Liu
,
Mengdi Huai
,
Jing Gao
Path-specific Causal Fair Prediction via Auxiliary Graph Structure Learning.
WWW
(2023)
Yilin Lu
,
Jinduo Liu
,
Junzhong Ji
,
Han Lv
,
Mengdi Huai
Brain Effective Connectivity Learning with Deep Reinforcement Learning.
BIBM
(2022)
Mengdi Huai
,
Jinduo Liu
,
Chenglin Miao
,
Liuyi Yao
,
Aidong Zhang
Towards Automating Model Explanations with Certified Robustness Guarantees.
AAAI
(2022)
Jinduo Liu
,
Junzhong Ji
,
Guangxu Xun
,
Aidong Zhang
Inferring Effective Connectivity Networks From fMRI Time Series With a Temporal Entropy-Score.
IEEE Trans. Neural Networks Learn. Syst.
33 (10) (2022)
Junzhong Ji
,
Jinduo Liu
,
Lu Han
,
Feipeng Wang
Estimating Effective Connectivity by Recurrent Generative Adversarial Networks.
IEEE Trans. Medical Imaging
40 (12) (2021)
Mengdi Huai
,
Chenglin Miao
,
Jinduo Liu
,
Di Wang
,
Jingyuan Chou
,
Aidong Zhang
Global Interpretation for Patient Similarity Learning.
BIBM
(2020)
Jinduo Liu
,
Junzhong Ji
,
Guangxu Xun
,
Liuyi Yao
,
Mengdi Huai
,
Aidong Zhang
EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks.
AAAI
(2020)
Jinduo Liu
,
Junzhong Ji
,
Xiuqin Jia
,
Aidong Zhang
Learning Brain Effective Connectivity Network Structure Using Ant Colony Optimization Combining With Voxel Activation Information.
IEEE J. Biomed. Health Informatics
24 (7) (2020)
Jinduo Liu
,
Junzhong Ji
,
Liuyi Yao
,
Aidong Zhang
Estimating Brain Effective Connectivity in fMRI data by Non-stationary Dynamic Bayesian Networks.
BIBM
(2019)
Junzhong Ji
,
Cuicui Yang
,
Jiming Liu
,
Jinduo Liu
,
Baocai Yin
A comparative study on swarm intelligence for structure learning of Bayesian networks.
Soft Comput.
21 (22) (2017)
Jinduo Liu
,
Junzhong Ji
,
Aidong Zhang
,
Peipeng Liang
An ant colony optimization algorithm for learning brain effective connectivity network from fMRI data.
BIBM
(2016)
Cuicui Yang
,
Junzhong Ji
,
Jiming Liu
,
Jinduo Liu
,
Baocai Yin
Structural learning of Bayesian networks by bacterial foraging optimization.
Int. J. Approx. Reason.
69 (2016)