C Lee Giles
Scholar

C Lee Giles

Google Scholar ID: sAkg9T8AAAAJ
Pennsylvania State University
Information extractionsearch enginesinformation retrievaldeep learningdigital libraries
Citations & Impact
All-time
Citations
18,116
 
H-index
60
 
i10-index
272
 
Publications
20
 
Co-authors
176
list available
Publications
20 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • Published multiple papers including but not limited to: 'Investigating Symbolic Capabilities of Large Language Models' (2024), 'Stability Analysis of Various Symbolic Rule Extraction Methods from Recurrent Neural Network' (2024), 'ACL-Fig: A Dataset for Scientific Figure Classification' (2023), 'Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting' (2022), 'A Synthetic Prediction Market for Estimating Confidence in Published Work' (2022), 'Recognizing and Verifying Mathematical Equations using Multiplicative Differential Neural Units' (2021), 'A Neural State Pushdown Automata' (2021). Also involved in several research projects.
Research Experience
  • Emeritus Director, The Intelligent Information Systems Research Laboratory; Former Professor, Graduate Faculty, Computer Science and Engineering; Professor, Courtesy Appointment, Supply Chain and Information Systems; Advisory Board, Databrary; Leadership Committee, Penn State Center for Health Organization Transformation (CHOT); Big Data Social Science Advisory Committee; arXiv Computing Research Repository CoRR.
Background
  • Dr. C. Lee Giles is the emeritus David Reese Professor at the College of Information Sciences and Technology at the Pennsylvania State University, University Park, PA. He was also Professor of Computer Science and Engineering, Professor of Supply Chain and Information Systems, and Director of the Intelligent Systems Research Laboratory. He directs the CiteSeerX project and codirected the ChemX Seer project at Penn State. He has been associated with Columbia University, the University of Maryland, University of Pennsylvania, Princeton University, the University of Pisa and the University of Trento.