Scholar
Lu Lin
Google Scholar ID: 8N04pBgAAAAJ
Assistant Professor of Information Science and Technology, Penn State University
Citations & Impact
Citations
1,029
H-index
16
i10-index
20
Publications
20
Co-authors
16
list available
Publications
Resume (English only)
Background
- Assistant Professor in the College of Information Sciences and Technology at Penn State University
- Affiliated with the Institute for Computational and Data Sciences and the Center for Socially Responsible AI
- Research focuses on accountable machine learning, especially improving robustness and transparency under data imperfections and deployment mismatches
- Interested in transformative ML paradigms such as large language models (LLMs), multimodal models, federated learning, self-supervised learning, and graph neural networks
- Aims to establish algorithmic foundations for reliable AI systems in practical environments with biased, noisy, and out-of-distribution inputs
