logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
N

Ninghao Liu

university of georgia

30H-index
183Paper Count
4.7KCitation Count
Published Papers 14
Publication Date
logo
A Framework for Designing an AI Chatbot to Support Scientific Argumentation
errEducation Sciences
IF2.6
err2026-03-03
err0
errOAAI
errField M. Watts; Lei Liu; Teresa M. Ober; Yi Song; Euvelisse Jusino-Del Valle; Xiaoming Zhai; Yun Wang; Ninghao Liu
errShare
errSave
Automating expert-level medical reasoning evaluation of large language models
errnpj Digital Medicine
IF15.1
err2025-12-06
err0
errOAAI
errShuang 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
errShare
errSave
AdaGCL+: An Adaptive Subgraph Contrastive Learning Toward Tackling Topological Bias
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-09-01
err0
PREAI
errYili Wang; Yaohua Liu; Ninghao Liu; Rui Miao; Ying Wang; Xin Wang
errShare
errSave
Unveiling Scoring Processes: Dissecting the Differences Between LLMs and Human Graders in Automatic Scoring
errTECHNOLOGY KNOWLEDGE AND LEARNING
IF3.5
err2025-03-01
err0
PREAI
errWu, Xuansheng; Saraf, Padmaja Pravin; Lee, Gyeonggeon; Latif, Ehsan; Liu, Ninghao; Zhai, Xiaoming
errShare
errSave
Efficient GNN Explanation via Learning Removal-based Attribution
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2025-02-14
err1
errOAAI
errRong, Yao; Wang, Guanchu; Feng, Qizhang; Liu, Ninghao; Liu, Zirui; Kasneci, Enkelejda; Hu, Xia
errShare
errSave
Zero-shot relation triplet extraction as Next-Sentence Prediction
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-11-01
err0
PREAI
errLiao, Wenxiong; Liu, Zhengliang; Zhang, Yiyang; Huang, Xiaoke; Liu, Ninghao; Liu, Tianming; Li, Quanzheng; Li, Xiang; Cai, Hongmin
errShare
errSave
Open-world electrocardiogram classification via domain knowledge-driven contrastive learning
errNEURAL NETWORKS
IF6.3
err2024-11-01
err1
PREAI
errZhou, Shuang; Huang, Xiao; Liu, Ninghao; Zhang, Wen; Zhang, Yuan-Ting; Chung, Fu-Lai
errShare
errSave
DIRECT: Dual Interpretable Recommendation with Multi-aspect Word Attribution
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2024-10-17
err0
errOAAI
errWu, Xuansheng; Wan, Hanqin; Tan, Qiaoyu; Yao, Wenlin; Li, Ninghao
errShare
errSave
Explainability for Large Language Models: A Survey
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2024-02-22
err48
errOAAI
errZhao, Haiyan; Chen, Hanjie; Yang, Fan; Liu, Ninghao; Deng, Huiqi; Cai, Hengyi; Wang, Shuaiqiang; Yin, Dawei; Du, Mengnan
errShare
errSave
Using Neural and Graph Neural Recommender Systems to Overcome Choice Overload: Evidence From a Music Education Platform
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2024-02-09
err2
PREAI
errRazgallah, Hedi; Vlachos, Michalis; Ajalloeian, Ahmad; Liu, Ninghao; Schneider, Johannes; Steinmann, Alexis
errShare
errSave
Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2023-12-01
err9
errOAAI
errZhou, Shuang; Huang, Xiao; Liu, Ninghao; Zhou, Huachi; Chung, Fu-Lai; Huang, Long-Kai
errShare
errSave
In-Processing Modeling Techniques for Machine Learning Fairness: A Survey
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2023-03-20
err39
errOAAI
errWan, Mingyang; Zha, Daochen; Liu, Ninghao; Zou, Na
errShare
errSave
A deep learning approach for identifying cancer survivors living with post-traumatic stress disorder on Twitter
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2020-12-14
err10
errOAAI
errIsmail, Nur Hafieza; Liu, Ninghao; Du, Mengnan; He, Zhe; Hu, Xia
errShare
errSave
Techniques for Interpretable Machine Learning
errCOMMUNICATIONS OF THE ACM
IF12.2
err2019-12-20
err710
errOAAI
errDu, Mengnan; Li, Ninghao; Hu, Xia
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
张
张元亭 (Yuan‐Ting Zhang)
H-index: 75 · Papers: 779
刘
刘天明 (Tianming Liu)
H-index: 66 · Papers: 850
X
Xiang Li
H-index: 66 · Papers: 777
X
Xia Hu
H-index: 65 · Papers: 455
Q
Quanzheng Li
H-index: 49 · Papers: 471
View more