Ninghao Liu - Publications, H-index & Citations

Ninghao Liu

university of georgia

30H指数

183论文数

4.7K被引数

收录论文 14

发表时间

A Framework for Designing an AI Chatbot to Support Scientific Argumentation 设计支持科学论证的AI聊天机器人的框架

Education Sciences

IF2.6

2026-03-03

OAAI

Field M. Watts; Lei Liu; Teresa M. Ober; Yi Song; Euvelisse Jusino-Del Valle; Xiaoming Zhai; Yun Wang; Ninghao Liu

Automating expert-level medical reasoning evaluation of large language models 自动化大型语言模型的专家级医学推理评估

npj Digital Medicine

IF15.1

2025-12-06

OAAI

Shuang Zhou; Wenya Xie; Jiaxi Li; Zaifu Zhan; Meijia Song; Han Yang; Cheyenna Espinoza; Lindsay Welton; Xinnie Mai; Yanwei Jin; Zidu Xu; Yuen-Hei Chung; Yiyun Xing; Meng-Han Tsai; Emma Schaffer; Yucheng Shi; Ninghao Liu; Zirui Liu; Rui Zhang

AdaGCL+: An Adaptive Subgraph Contrastive Learning Toward Tackling Topological Bias AdaGCL+: 一种自适应子图对比学习，旨在解决拓扑偏差问题

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2025-09-01

PREAI

Yili Wang; Yaohua Liu; Ninghao Liu; Rui Miao; Ying Wang; Xin Wang

Unveiling Scoring Processes: Dissecting the Differences Between LLMs and Human Graders in Automatic Scoring 揭示评分过程: 剖析自动评分中LLMs和人类评分者之间的差异

TECHNOLOGY KNOWLEDGE AND LEARNING

IF3.5

2025-03-01

PREAI

Wu, Xuansheng; Saraf, Padmaja Pravin; Lee, Gyeonggeon; Latif, Ehsan; Liu, Ninghao; Zhai, Xiaoming

Efficient GNN Explanation via Learning Removal-based Attribution

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2025-02-14

OAAI

Rong, Yao; Wang, Guanchu; Feng, Qizhang; Liu, Ninghao; Liu, Zirui; Kasneci, Enkelejda; Hu, Xia

Zero-shot relation triplet extraction as Next-Sentence Prediction 零镜头关系三元组提取作为下一句预测

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-11-01

PREAI

Liao, Wenxiong; Liu, Zhengliang; Zhang, Yiyang; Huang, Xiaoke; Liu, Ninghao; Liu, Tianming; Li, Quanzheng; Li, Xiang; Cai, Hongmin

Open-world electrocardiogram classification via domain knowledge-driven contrastive learning

NEURAL NETWORKS

IF6.3

2024-11-01

PREAI

Zhou, Shuang; Huang, Xiao; Liu, Ninghao; Zhang, Wen; Zhang, Yuan-Ting; Chung, Fu-Lai

DIRECT: Dual Interpretable Recommendation with Multi-aspect Word Attribution 直接: 具有多方面单词归因的双重可解释推荐

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2024-10-17

OAAI

Wu, Xuansheng; Wan, Hanqin; Tan, Qiaoyu; Yao, Wenlin; Li, Ninghao

Explainability for Large Language Models: A Survey 大型语言模型的可解释性: 一项调查

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2024-02-22

OAAI

Zhao, Haiyan; Chen, Hanjie; Yang, Fan; Liu, Ninghao; Deng, Huiqi; Cai, Hengyi; Wang, Shuaiqiang; Yin, Dawei; Du, Mengnan

Using Neural and Graph Neural Recommender Systems to Overcome Choice Overload: Evidence From a Music Education Platform

ACM TRANSACTIONS ON INFORMATION SYSTEMS

IF9.1

2024-02-09

PREAI

Razgallah, Hedi; Vlachos, Michalis; Ajalloeian, Ahmad; Liu, Ninghao; Schneider, Johannes; Steinmann, Alexis

Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation 通过数据增强提高图异常检测模型的通用性

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2023-12-01

OAAI

Zhou, Shuang; Huang, Xiao; Liu, Ninghao; Zhou, Huachi; Chung, Fu-Lai; Huang, Long-Kai

In-Processing Modeling Techniques for Machine Learning Fairness: A Survey 机器学习公平性的处理内建模技术: 一项调查

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2023-03-20

OAAI

Wan, Mingyang; Zha, Daochen; Liu, Ninghao; Zou, Na

A deep learning approach for identifying cancer survivors living with post-traumatic stress disorder on Twitter

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2020-12-14

OAAI

Ismail, Nur Hafieza; Liu, Ninghao; Du, Mengnan; He, Zhe; Hu, Xia

Techniques for Interpretable Machine Learning 可解释的机器学习技术

COMMUNICATIONS OF THE ACM

IF12.2

2019-12-20

710

OAAI

Du, Mengnan; Li, Ninghao; Hu, Xia

研究方向