Jinduo Liu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 22

Top Topics

Swarm Intelligence

Bayesian Networks

Structural Learning

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Medical Imaging

Publications

Junzhong Ji, Zuozhen Zhang, Lu Han, Jinduo Liu
MetaCAE: Causal autoencoder with meta-knowledge transfer for brain effective connectivity estimation. Comput. Biol. Medicine 170 (2024)
Jinduo Liu, Lu Han, Junzhong Ji
MCAN: Multimodal Causal Adversarial Networks for Dynamic Effective Connectivity Learning From fMRI and EEG Data. IEEE Trans. Medical Imaging 43 (8) (2024)
Zhiyong Ba, Yiping Yuan, Jinduo Liu
A modified memetic algorithm with multi-operation precise joint movement neighbourhood structure for the assembly job shop scheduling problem. Int. J. Prod. Res. 62 (17) (2024)
Junzhong Ji, Feipeng Wang, Lu Han, Jinduo Liu
Causal Learning and Knowledge Fusion Mechanism for Brain Functional Network Classification. IEEE Trans. Signal Inf. Process. over Networks 10 (2024)
Aixiao Zou, Junzhong Ji, Minglong Lei, Jinduo Liu, Yongduan Song
Exploring Brain Effective Connectivity Networks Through Spatiotemporal Graph Convolutional Models. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Junzhong Ji, Ting Wang, Jinduo Liu, Muhua Wang, Wei Tang
River runoff causal discovery with deep reinforcement learning. Appl. Intell. 54 (4) (2024)
Zuozhen Zhang, Junzhong Ji, Jinduo Liu
MetaRLEC: Meta-Reinforcement Learning for Discovery of Brain Effective Connectivity. AAAI (2024)
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)