World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
45
Citations
22622
World Ranking
6976
National Ranking
3054

Overview

Xiaolei Huang is affiliated with Pennsylvania State University in the United States. Their research spans multiple fields with a primary focus on computer science and medicine. The scientist's work is mainly concentrated in subfields such as computer vision and pattern recognition, artificial intelligence, radiology, nuclear medicine and imaging, biophysics, and biomedical engineering.

Their research topics cover a range of areas, including generative adversarial networks and image synthesis, advanced vision and imaging, AI in cancer detection, advanced neural network applications, spectroscopy techniques in biomedical and chemical research, human pose and action recognition, and advanced image processing techniques.

Recent publications by Xiaolei Huang include:

  • Selective synthetic augmentation with HistoGAN for improved histopathology image classification, 2020, Medical Image Analysis
  • Shape-Aware Organ Segmentation by Predicting Signed Distance Maps, 2020, Proceedings of the AAAI Conference on Artificial Intelligence
  • Evaluation of image segmentation techniques for image-based rock property estimation, 2020, Journal of Petroleum Science and Engineering
  • Label-free detection of rare circulating tumor cells by image analysis and machine learning, 2020, Scientific Reports
  • Rapid Biomarker Screening of Alzheimer's Disease by Interpretable Machine Learning and Graphene-Assisted Raman Spectroscopy, 2022, ACS Nano

The scientist has collaborated frequently with colleagues including Yuan Xue, Haomiao Ni, Jiarong Ye, John Volpi, and James Z. Wang.

The majority of Xiaolei Huang's papers have been published in venues such as:

  • arXiv (Cornell University)
  • bioRxiv (Cold Spring Harbor Laboratory)
  • Medical Image Analysis
  • Computational Visual Media
  • Proceedings of the AAAI Conference on Artificial Intelligence

Xiaolei Huang has also contributed to book publications, including a title published by Springer Science+Business Media named "Data Augmentation, Labelling, and Imperfections" in 2022.

Best Publications

  • Global contrast based salient region detection

    Ming-Ming Cheng;Guo-Xin Zhang;Niloy J. Mitra;Xiaolei Huang

  • StackGAN: Text to Photo-Realistic Image Synthesis with Stacked Generative Adversarial Networks

    Han Zhang;Tao Xu;Hongsheng Li

  • AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks

    Tao Xu;Pengchuan Zhang;Qiuyuan Huang;Han Zhang

  • StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks

    Han Zhang;Tao Xu;Hongsheng Li;Shaoting Zhang

  • StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks

    Han Zhang;Tao Xu;Hongsheng Li;Shaoting Zhang

  • Global Contrast Based Salient Region Detection

    Unknown

  • Traffic-Sign Detection and Classification in the Wild

    Zhe Zhu;Dun Liang;Songhai Zhang;Xiaolei Huang

  • SegAN: Adversarial Network with Multi-scale L 1 Loss for Medical Image Segmentation

    Yuan Xue;Tao Xu;Han Zhang;L. Rodney Long

  • SegAN: Adversarial Network with Multi-scale $L_1$ Loss for Medical Image Segmentation

    Yuan Xue;Tao Xu;Han Zhang;Rodney Long

  • SalientShape: group saliency in image collections

    Ming-Ming Cheng;Niloy J. Mitra;Xiaolei Huang;Shi-Min Hu

  • SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition

    Han Zhang;Tao Xu;Mohamed Elhoseiny;Xiaolei Huang

  • Shape registration in implicit spaces using information theory and free form deformations

    Xiaolei Huang;N. Paragios;D.N. Metaxas

  • RepFinder: finding approximately repeated scene elements for image editing

    Ming-Ming Cheng;Fang-Lue Zhang;Niloy J. Mitra;Xiaolei Huang

  • Segmentation and tracking of cytoskeletal filaments using open active contours

    Matthew B. Smith;Hongsheng Li;Tian Shen;Xiaolei Huang

  • Multimodal Recurrent Model with Attention for Automated Radiology Report Generation

    Yuan Xue;Tao Xu;L. Rodney Long;Zhiyun Xue

  • High Resolution Acquisition, Learning and Transfer of Dynamic 3‐D Facial Expressions

    Yang Wang;Xiaolei Huang;Chan-Su Lee;Song Zhang

  • Multimodal Deep Learning for Cervical Dysplasia Diagnosis

    Tao Xu;Han Zhang;Xiaolei Huang;Shaoting Zhang

  • Learning with dynamic group sparsity

    Junzhou Huang;Xiaolei Huang;Dimitris Metaxas

  • System and method for whole body landmark detection, segmentation and change quantification in digital images

    Xiaolei Huang;Xiang Zhou;Anna Jerebko;Arun Krishnan

  • Simultaneous image transformation and sparse representation recovery

    Junzhou Huang;Xiaolei Huang;D. Metaxas

  • Shape Registration in Implicit Spaces Using Information Theory and

    Xiaolei Huang;Nikos Paragios;Dimitris N. Metaxas

Frequent Co-Authors

Dimitris N. Metaxas
Dimitris N. Metaxas Rutgers, The State University of New Jersey
Hongsheng Li
Hongsheng Li Chinese University of Hong Kong
Junzhou Huang
Junzhou Huang The University of Texas at Arlington
Sameer Antani
Sameer Antani National Institutes of Health
Shaoting Zhang
Shaoting Zhang University of Electronic Science and Technology of China
Shi-Min Hu
Shi-Min Hu Tsinghua University
Daniel P. Lopresti
Daniel P. Lopresti Lehigh University
Arun Krishnan
Arun Krishnan Microsoft (United States)
George R. Thoma
George R. Thoma National Institutes of Health
Nikos Paragios
Nikos Paragios CentraleSupélec

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring online education opens up multiple options for students interested in Computer Science and related fields. If affordability and speed are priorities, cheap online degrees fast are available, allowing you to gain credentials quickly without breaking the bank.

Academic history doesn't have to limit your opportunities. Many online graduate programs that accept 2.0 GPA provide flexible pathways for students looking to advance their education, even with a lower undergraduate GPA.

Computer Science is not the only field with strong online and hybrid career prospects. For those interested in sustainability and environmental issues, there are numerous jobs for environmental science majors that can be accessed with a related online degree.

If you're looking to accelerate your studies, consider enrolling in a 2-year computer science degree online. These programs help you fast-track your way into the technology sector, providing both foundational knowledge and practical skills tailored for today's job market.

Best Scientists Citing Xiaolei Huang

Trending Scientists

Recently Published Articles