Hejie Cui

1. Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey
   2023/05/30 by Chen Ling, Xujiang Zhao, Ling, Chen +41 · 25 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
2. Brain Network Transformer
   2022/10/13 by Xuan Kan, Kan, Xuan, Wei Dai +9 · 18 citations
   Neuroscience · Computer Science · #Functional Brain Connectivity Studies #EEG and Brain-Computer Interfaces #Advanced Graph Neural Networks
3. FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation
   2022/05/25 by Xuan Kan, Hejie Cui, Kan, Xuan +7 · 8 citations
   Neuroscience · Environmental Science · Medicine · #Functional Brain Connectivity Studies #Health, Environment, Cognitive Aging #Advanced Neuroimaging Techniques and Applications
4. Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis
   2022/06/30 by Hejie Cui, Wei Dai, Cui, Hejie +9 · 7 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #68T07 #92C50 #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Functional Brain Connectivity Studies #I.2.0 #I.2.6 #J.3 #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #and Science (cs.CE)
5. MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks
   2025/05/26 by Suhana Bedi, Bedi, Suhana, Hejie Cui +153 · 25 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
6. A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises
   2023/06/07 by Hejie Cui, Cui, Hejie, Jiaying Lu +26 · 5 citations
   Computer Science · Health Professions · #68T09 #68T30 #68T50 #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.4 #I.2.6 #I.2.7 #J.3 #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
7. Neighborhood-Regularized Self-Training for Learning with Few Labels
   2023/01/10 by Ran Xu, Yue Yu, Xu, Ran +13 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies
8. PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis
   2023/05/20 by Yi Yang, Hejie Cui, Yang, Yi +3 · 1 citation
   Computer Science · Neuroscience · #Advanced Graph Neural Networks #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)
9. KERAP: A Knowledge-Enhanced Reasoning Approach for Accurate Zero-shot Diagnosis Prediction Using Multi-agent LLMs
   2025/07/03 by Yuzhang Xie, Xie, Yuzhang, Hejie Cui +13 · 6 citations
   Computer Science · Engineering · Health Professions · #AI in cancer detection #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging and Analysis #Multiagent Systems (cs.MA)