Jie Yang

Brigham and Women's Hospital — United States

Computer Science · Physical Sciences

27h-index3.1kcitations257works4.02yr avg
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Research Topics

Topic Modeling(42), Recommender Systems and Techniques(31), Mobile Crowdsensing and Crowdsourcing(25), Natural Language Processing Techniques(20), Advanced Graph Neural Networks(18)

Publications253 total

Navigating the blue frontier: A review of machine learning approaches for sustainable marine bioresource utilization
Ecological Informatics·2025Open Access
Scalable medication extraction and discontinuation identification from electronic health records using large language models
Journal of Clinical Epidemiology·2025· 1 citedOpen Access
Analysis of the Impact of Power Electronic Interfaced Loads on System Dynamic Characteristics
2025
Research on Variable Speed Limit Control Architecture for Highway Icy Pavement Conditions
2025
Colon polyp detection algorithm based on improved YOLOv8
2025
Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation
arXiv (Cornell University)·2025Open Access
Scalable Medication Extraction and Discontinuation Identification from Electronic Health Records Using Large Language Models
arXiv (Cornell University)·2025Open Access
CRPE: Expanding The Reasoning Capability of Large Language Model for Code Generation
arXiv (Cornell University)·2025Open Access
Rethinking and recomputing the value of machine learning models
Artificial Intelligence Review·2025· 4 citedOpen Access
Establishing a Validation Framework of Treatment Discontinuation in Claims Data Using Natural Language Processing and Electronic Health Records
Clinical Pharmacology & Therapeutics·2025· 2 citedOpen Access
Graph neural networks adversarial attacks based on node gradient and importance score
Information Sciences·2025
Evaluating the Influence of Park Attributes on User Satisfaction Using Flickr Data: A Case Study of Southeast Michigan
Journal of Humanities Arts and Social Science·2025Open Access
SCompression: Enhancing Database Knob Tuning Efficiency Through Slice-Based OLTP Workload Compression
Proceedings of the VLDB Endowment·2025
Energy, exergy and economic analysis of a novel immersion tapered solar still for combination with solar concentrator
Desalination·2025· 19 cited
Tea decreases the regional activity and functional connectivity of putamen: a resting-state fMRI study
SSRN Electronic Journal·2025Open Access
Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation
2025Open Access
Desirability vs. feasibility: a research through design inquiry of explainable AI
Elsevier eBooks·2025
List of contributors
Elsevier eBooks·2025
Challenges and future directions for integration of large language models into socio-technical systems
Behaviour and Information Technology·2024· 13 citedOpen Access
Context-Informed Machine Translation of Manga using Multimodal Large Language Models
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Alessandro Bozzon(17), Zhu Sun(8), Philippe Cudré-Mauroux(7), Jie Zhang(5), Agathe Balayn(5), Dingqi Yang(4), Bingqing Qu(3), Hui Fang(3), Xinghua Qu(3), Geert‐Jan Houben(3), Christoph Lofi(3), Chi Xu(2), Di Yu(2), Marcel Reinders(2), Ujwal Gadiraju(2), Guanliang Chen(2), Claudia Hauff(2), Yuchao Jiang(2), Enpeng Zhou(2), Lena Palaniyappan(2)