Yuxiao Huang
Scholar

Yuxiao Huang

Google Scholar ID: RW6ZPEAAAAAJ
George Washington University
Machine LearningComplex Systems
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Citations & Impact
All-time
Citations
646
 
H-index
13
 
i10-index
18
 
Publications
20
 
Co-authors
0
 
Contact
Emailyuxiaohuang@gwu.eduCVOpen ↗GitHubOpen ↗
Publications
2 items
One Prompt Fits All: Universal Graph Adaptation for Pretrained Models
2025
Cited
0
Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling
2025
Cited
0
Resume (English only)
Academic Achievements
  • - Multiple papers accepted by NeurIPS 2025, Transactions on Knowledge and Data Engineering, AAAI 2025, IEEE Transactions on Big Data, IJCAI 2024, Journal of Statistical Analysis and Data Mining, PLOS ONE, The Web Conference 2022, IEEE Transactions on Cybernetics, etc.
Research Experience
  • - Associate Professor of Data Science in the Columbian College of Arts & Sciences at George Washington University
  • - Visiting Lecturer at Rochester Institute of Technology
  • - Postdoctoral Research Scientist at Stevens Institute of Technology
Education
  • - Degrees: BS, MS, PhD
  • - School: Jilin University (China)
  • - Major: Computer Science
Background
  • - Research Interests: Machine Learning, with a focus on knowledge discovery and its application to healthcare
  • - Professional Field: Data Science
  • - Brief Introduction: Associate Professor of Data Science in the Columbian College of Arts & Sciences at George Washington University
Miscellany
  • - Personal Interests: Not specified
Co-authors
0 total
Co-authors: 0 (list not available)