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Boran Wang
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Publications
- 2025
- [j10]Jingchi Jiang, Rujia Shen, Yang Yang, Boran Wang
, Yi Guan:
A bidirectional reasoning approach for blood glucose control via invertible neural networks. Comput. Methods Programs Biomed. 269: 108844 (2025) - [j9]Rujia Shen
, Muhan Li
, Chao Zhao
, Boran Wang
, Yi Guan
, Jie Liu
, Jingchi Jiang
:
Hierarchical Causal Discovery From Large-Scale Observed Variables. IEEE Trans. Knowl. Data Eng. 37(5): 2626-2639 (2025) - 2024
- [j7]Lian Yan
, Yi Guan
, Haotian Wang
, Yi Lin, Yang Yang
, Boran Wang
, Jingchi Jiang
:
EIRAD: An Evidence-Based Dialogue System With Highly Interpretable Reasoning Path for Automatic Diagnosis. IEEE J. Biomed. Health Informatics 28(10): 6141-6154 (2024) - [c10]Rujia Shen, Yaoxiong Lin, Boran Wang, Liangliang Liu, Yi Guan, Jingchi Jiang:
Forecasting Influenza Like Illness based on White-Box Transformers. BIBM 2024: 3691-3694 - [i5]Jingchi Jiang, Rujia Shen, Boran Wang, Yi Guan:
Blood Glucose Control Via Pre-trained Counterfactual Invertible Neural Networks. CoRR abs/2405.17458 (2024) - [i4]Liangliang Liu, Yi Guan, Boran Wang, Rujia Shen, Yi Lin, Chaoran Kong, Lian Yan, Jingchi Jiang:
ProSpec RL: Plan Ahead, then Execute. CoRR abs/2407.21359 (2024) - [i3]Rujia Shen, Boran Wang, Chao Zhao, Yi Guan, Jingchi Jiang:
Causal Discovery from Time-Series Data with Short-Term Invariance-Based Convolutional Neural Networks. CoRR abs/2408.08023 (2024) - 2023
- [j5]Jingchi Jiang, Xuehui Yu, Boran Wang
, Linjiang Ma, Yi Guan:
DECAF: An interpretable deep cascading framework for ICU mortality prediction. Artif. Intell. Medicine 138: 102437 (2023) - 2022
- [j3]Jingchi Jiang, Tao Wang, Boran Wang, Linjiang Ma, Yi Guan:
Gated Tree-based Graph Attention Network (GTGAT) for medical knowledge graph reasoning. Artif. Intell. Medicine 130: 102329 (2022)

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