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Pengtao Xie

University of California San Diego · US
🔎 Find collaborators in Artificial Intelligence · Computer Vision and Pattern Recognition →
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Area of research
Artificial Intelligence · Computer Vision and Pattern Recognition
Research interest
Research interests include Domain Adaptation and Few-Shot Learning, Topic Modeling, Machine Learning and Data Classification, and Multimodal Machine Learning Applications.
h-index
34
citations
5,771
works
210
NIH funding
primary concept
email

Recent publications

Generative AI enables medical image segmentation in ultra low-data regimes
Nature Communications 2025cited by 17position: lastdoi
A comprehensive survey on pretrained foundation models: a history from BERT to ChatGPT
International Journal of Machine Learning and Cybernetics 2024cited by 361position: middledoi
Diagnosing Solid Lesions in the Pancreas With Multimodal Artificial Intelligence
JAMA Network Open 2024cited by 35position: middledoi
Graphisches Inhaltsverzeichnis: Angew. Chem. 40/2023
Angewandte Chemie 2023cited by 0position: middledoi
Brain tumor classification based on neural architecture search
Scientific Reports 2022cited by 50position: lastdoi
Neural architecture search for pneumonia diagnosis from chest X-rays
Scientific Reports 2022cited by 33position: lastdoi
Contrastive Self-supervised Learning for Graph Classification
Proceedings of the AAAI Conference on Artificial Intelligence 2021cited by 129position: lastdoi
Pathological Visual Question Answering
2020cited by 48position: lastdoi
Generalized Zero-Shot Text Classification for ICD Coding
2020cited by 46position: middledoi
Pathological Visual Question Answering
2020cited by 38position: lastdoi

Grants

SCH: Develop Clinical Time Series Foundation Models for Sepsis Early Detection
NSF2405974$1,200,0002024–2028PIRePORTER
CAREER: Mitigating the Lack of Labeled Training Data in Machine Learning Based on Multi-level Optimization
NSF2339216$370,0002024–2029PIRePORTER

Frequent collaborators

Eric P. Xing · Washington University in St. Louis3 papers (2020–2020)Yichen Zhang · Tongji University2 papers (2020–2020)Zhuo Cai · Mercer (Czechia)2 papers (2020–2020)Xuehai He · University of California, Santa Cruz2 papers (2020–2020)Luntian Mou · Beijing Institute of Technology2 papers (2020–2020)Wenlan Wei · Xi'an Shiyou University2 papers (2020–2020)Qiben Yan · Michigan State University1 papers (2024–2024) · 1 papers (2024–2024) · 1 papers (2024–2024) · 1 papers (2024–2024) · 1 papers (2024–2024)Jianxin Li · Guangdong University of Technology1 papers (2024–2024)Ziwei Liu · University of California, Berkeley1 papers (2024–2024)Qian Chen · Nanjing Agricultural University1 papers (2024–2024)Peng Li · University of Alabama at Birmingham1 papers (2024–2024)Ce Zhou · Michigan State University1 papers (2024–2024)Ronghua Wang · Hebei Medical University1 papers (2024–2024)Ying Lv · Nanjing University of Chinese Medicine1 papers (2024–2024)Zhenlong Luo · Huazhong University of Science and Technology1 papers (2024–2024) · 1 papers (2024–2024)
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