Ning Liu

About Ning Liu

Ning Liu, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of Data Mining.

His recent articles reflect a diverse array of research interests and contributions to the field:

STMGF: An Effective Spatial-Temporal Multi-Granularity Framework for Traffic Forecasting

Flexkbqa: A flexible llm-powered framework for few-shot knowledge base question answering

Toward a stable and low-resource PLM-based medical diagnostic system via prompt tuning and MoE structure

Can LLMs like GPT-4 outperform traditional AI tools in dementia diagnosis? Maybe, but not today

Sample and Feature Enhanced Few-Shot Knowledge Graph Completion

Toward a Unified Framework for Unsupervised Complex Tabular Reasoning

Performance Evaluation of Self-similar GPS Scheduling: A Knowledge-Driven Dual-Task Deep Learning Approach

Learning interpretable rules for scalable data representation and classification

Ning Liu Information

University

Position

___

Citations(all)

131

Citations(since 2020)

131

Cited By

5

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Google Scholar

Ning Liu Skills & Research Interests

Data Mining

Top articles of Ning Liu

Title

Journal

Author(s)

Publication Date

STMGF: An Effective Spatial-Temporal Multi-Granularity Framework for Traffic Forecasting

arXiv preprint arXiv:2404.05774

Zhengyang Zhao

Haitao Yuan

Nan Jiang

Minxiao Chen

Ning Liu

...

2024/4/8

Flexkbqa: A flexible llm-powered framework for few-shot knowledge base question answering

Proceedings of the AAAI Conference on Artificial Intelligence

Zhenyu Li

Sunqi Fan

Yu Gu

Xiuxing Li

Zhichao Duan

...

2024/3/24

Toward a stable and low-resource PLM-based medical diagnostic system via prompt tuning and MoE structure

Scientific Reports

Bowen Dong

Zhuo Wang

Zhenyu Li

Zhichao Duan

Jiacheng Xu

...

2023/8/3

Can LLMs like GPT-4 outperform traditional AI tools in dementia diagnosis? Maybe, but not today

arXiv preprint arXiv:2306.01499

Zhuo Wang

Rongzhen Li

Bowen Dong

Jie Wang

Xiuxing Li

...

2023/6/2

Sample and Feature Enhanced Few-Shot Knowledge Graph Completion

Kai Zhang

Daokun Zhang

Ning Liu

Yonghua Yang

Yonghui Xu

...

2023/4/14

Toward a Unified Framework for Unsupervised Complex Tabular Reasoning

Zhenyu Li

Xiuxing Li

Zhichao Duan

Bowen Dong

Ning Liu

...

2023/4/3

Performance Evaluation of Self-similar GPS Scheduling: A Knowledge-Driven Dual-Task Deep Learning Approach

IEEE Transactions on Cognitive Communications and Networking

Ran Zhang

Ning Liu

Lei Liu

Mianxiong Dong

Kaoru Ota

...

2023/11/1

Learning interpretable rules for scalable data representation and classification

IEEE Transactions on Pattern Analysis and Machine Intelligence

Zhuo Wang

Wei Zhang

Ning Liu

Jianyong Wang

2023/10/31

Is it fair? Resource allocation for differentiated services on demands

Ran Zhang

Ning Liu

Lei Liu

Wei Zhang

Haitao Yuan

...

2022/7/10

An Efficient Reinforcement Learning Game Framework for UAV-Enabled Wireless Sensor Network Data Collection

Journal of Computer Science and Technology

Tong Ding

Ning Liu

Zhong-Min Yan

Lei Liu

Li-Zhen Cui

2022/12

Kdtnet: medical image report generation via knowledge-driven transformer

Yiming Cao

Lizhen Cui

Fuqiang Yu

Lei Zhang

Zhen Li

...

2022/4/8

Balancing Supply and Demand for Mobile Crowdsourcing Services

Zhaoming Li

Wei He

Ning Liu

Yonghui Xu

Lizhen Cui

...

2022/11/22

Log-ROC: Log structured RAID on open-channel SSD

Teng Ma

Zhitao Li

Ning Liu

2022/10/23

Similarity-aware collaborative learning for patient outcome prediction

Fuqiang Yu

Lizhen Cui

Yiming Cao

Ning Liu

Weiming Huang

...

2022/4/8

Healthnet: A health progression network via heterogeneous medical information fusion

IEEE Transactions on Neural Networks and Learning Systems

Fuqiang Yu

Lizhen Cui

Huanhuan Chen

Yiming Cao

Ning Liu

...

2022/9/12

Random forest model in the diagnosis of dementia patients with normal mini-mental state examination scores

Journal of personalized medicine

Jie Wang

Zhuo Wang

Ning Liu

Caiyan Liu

Chenhui Mao

...

2022/1/4

Clinical Phenotyping Prediction via Auxiliary Task Selection and Adaptive Shared-Space Correction

Xiao Yang

Ning Liu

Jianbo Qiao

Haitao Yuan

Teng Ma

...

2022/8/27

Learning cognitive-test-based interpretable rules for prediction and early diagnosis of dementia using neural networks

Journal of Alzheimer's Disease

Zhuo Wang

Jie Wang

Ning Liu

Caiyan Liu

Xiuxing Li

...

2022/1/1

Feature-Guided Logical Perception Network for Health Risk Prediction

Fuqiang Yu

Lizhen Cui

Yiming Cao

Fanglin Zhu

Yonghui Xu

...

2022/12/6

Jointly modeling fact triples and text information for knowledge base completion

Xiuxing Li

Zhenyu Li

Zhichao Duan

Jiacheng Xu

Ning Liu

...

2021/12/7

See List of Professors in Ning Liu University(Tsinghua University)

Co-Authors

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