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Manling Li
Representation Learning
Deep Generative Models
Structured Prediction
Scientific Data Analysis
About
Dr. Manling Li is an Assistant Professor of Computer Science at Northwestern University. Her research focuses on artificial intelligence and machine learning, particularly on developing methods that help machines effectively learn from complex, high-dimensional data. She works on problems such as representation learning, deep generative models, and structured prediction, with applications in areas like vision, language, and scientific data analysis. Her work bridges theoretical foundations and practical AI systems
Research Performance Summary
2014-2026
Active Research Span
First Recorded Paper
Openkn at tac kbp 2014
Year:
2014
Citations:
12
Venue:
Text Analysis Conference
Latest Recorded Paper
Theory of Space: Can Foundation Models Construct Spatial Beliefs through Active Exploration?
Year:
2026
Citations:
0
Venue:
arXiv preprint arXiv:2602.07055
Last 10 Years Publication Activity
This timeline shows the professor's yearly publication activity.
Publication Venues and Collaboration
Journal, Conference, and Book Publication Breakdown
Research Impact by Period
Papers
31
Citations
700
Avg. Citations / Paper
22.6
H-Index
9
Papers
49
Citations
2589
Avg. Citations / Paper
52.8
H-Index
25
Papers
7
Citations
323
Avg. Citations / Paper
46.1
H-Index
5
Papers
1
Citations
12
Avg. Citations / Paper
12
H-Index
1
Contact and Professional Links
Detected Research Keywords
Event Schema Induction
Multimedia Event Extraction
Natural Language Processing
Event Centric Natural
Centric Natural Language
Openkn Tac Kbp
Theory Agents Tool
Agents Tool Use
Tool Use Decision
Use Decision Makers