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Ning Liu
Ning Liu
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Title
Cited by
Cited by
Year
Scalable rule-based representation learning for interpretable classification
Z Wang, W Zhang, N Liu, J Wang
Advances in Neural Information Processing Systems 34, 30479-30491, 2021
442021
Transparent classification with multilayer logical perceptrons and random binarization
Z Wang, W Zhang, LIU Ning, J Wang
Proceedings of the AAAI conference on artificial intelligence 34 (04), 6331-6339, 2020
242020
Random forest model in the diagnosis of dementia patients with normal mini-mental state examination scores
J Wang, Z Wang, N Liu, C Liu, C Mao, L Dong, J Li, X Huang, D Lei, ...
Journal of personalized medicine 12 (1), 37, 2022
162022
Knowledge-aware deep dual networks for text-based mortality prediction
N Liu, P Lu, W Zhang, J Wang
2019 IEEE 35th international conference on data engineering (ICDE), 1406-1417, 2019
152019
Flexkbqa: A flexible llm-powered framework for few-shot knowledge base question answering
Z Li, S Fan, Y Gu, X Li, Z Duan, B Dong, N Liu, J Wang
Proceedings of the AAAI Conference on Artificial Intelligence 38 (17), 18608 …, 2024
122024
Can LLMs like GPT-4 outperform traditional AI tools in dementia diagnosis? Maybe, but not today
Z Wang, R Li, B Dong, J Wang, X Li, N Liu, C Mao, W Zhang, L Dong, ...
arXiv preprint arXiv:2306.01499, 2023
62023
Healthnet: A health progression network via heterogeneous medical information fusion
F Yu, L Cui, H Chen, Y Cao, N Liu, W Huang, Y Xu, H Lu
IEEE Transactions on Neural Networks and Learning Systems, 2022
62022
Similarity-aware collaborative learning for patient outcome prediction
F Yu, L Cui, Y Cao, N Liu, W Huang, Y Xu
International Conference on Database Systems for Advanced Applications, 407-422, 2022
52022
Learning cognitive-test-based interpretable rules for prediction and early diagnosis of dementia using neural networks
Z Wang, J Wang, N Liu, C Liu, X Li, L Dong, R Zhang, C Mao, Z Duan, ...
Journal of Alzheimer's Disease 90 (2), 609-624, 2022
52022
Bridging the language gap: Knowledge injected multilingual question answering
Z Duan, X Li, Z Zhang, Z Li, N Liu, J Wang
2021 IEEE International Conference on Big Knowledge (ICBK), 339-346, 2021
42021
Coupled graph convolutional neural networks for text-oriented clinical diagnosis inference
N Liu, W Zhang, X Li, H Yuan, J Wang
Database Systems for Advanced Applications: 25th International Conference …, 2020
32020
An Efficient Reinforcement Learning Game Framework for UAV-Enabled Wireless Sensor Network Data Collection
T Ding, N Liu, ZM Yan, L Liu, LZ Cui
Journal of Computer Science and Technology 37 (6), 1356-1368, 2022
22022
Log-ROC: Log structured RAID on open-channel SSD
T Ma, Z Li, N Liu
2022 IEEE 40th International Conference on Computer Design (ICCD), 332-335, 2022
22022
Is it fair? Resource allocation for differentiated services on demands
R Zhang, N Liu, L Liu, W Zhang, H Yuan, M Dong, L Cui
2022 IEEE International Conference on Web Services (ICWS), 355-360, 2022
22022
Susceptible Temporal Patterns Discovery for Electronic Health Records via Adversarial Attack
R Zhang, W Zhang, N Liu, J Wang
Database Systems for Advanced Applications: 26th International Conference …, 2021
22021
Learning interpretable rules for scalable data representation and classification
Z Wang, W Zhang, N Liu, J Wang
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
12023
Toward a Unified Framework for Unsupervised Complex Tabular Reasoning
Z Li, X Li, Z Duan, B Dong, N Liu, J Wang
2023 IEEE 39th International Conference on Data Engineering (ICDE), 1691-1704, 2023
12023
Feature-Guided Logical Perception Network for Health Risk Prediction
F Yu, L Cui, Y Cao, F Zhu, Y Xu, N Liu
2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2022
12022
Jointly modeling fact triples and text information for knowledge base completion
X Li, Z Li, Z Duan, J Xu, N Liu, J Wang
2021 IEEE International Conference on Big Knowledge (ICBK), 214-221, 2021
12021
STMGF: An Effective Spatial-Temporal Multi-Granularity Framework for Traffic Forecasting
Z Zhao, H Yuan, N Jiang, M Chen, N Liu, Z Li
arXiv preprint arXiv:2404.05774, 2024
2024
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Articles 1–20