Scholar
Sourav Medya
Google Scholar ID: RCFhOM4AAAAJ
University of Illinois Chicago (UIC)
Citations & Impact
Citations
996
H-index
15
i10-index
24
Publications
20
Co-authors
51
list available
Contact
Publications
Resume (English only)
Academic Achievements
- - COMRECGC: Global Graph Counterfactual Explainer through Common Recourse, International Conference on Machine Learning (ICML), 2025
- - BANGS: Game-theoretic Node Selection for Graph Self-Training, International Conference on Learning Representations (ICLR), 2025
- - GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules, Thirty-eighth Conference on Neural Information Processing Systems (NeurIPS), 2024
- - Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach, The 63rd Annual Meeting of the Association for Computational Linguistics (ACL), 2025
- - Fact-based Counter Narrative Generation to Combat Hate Speech, The Web Conference (WWW), 2025
- - IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents, Thirty-eighth Conference on Neural Information Processing Systems (NeurIPS), 2024
Research Experience
- - Assistant Professor, Department of Computer Science, University of Illinois at Chicago (UIC)
- - Research Assistant Professor, Kellogg School of Management and Northwestern Institute on Complex Systems (NICO) at Northwestern University
Education
- - Ph.D. in Computer Science from the University of California, Santa Barbara
- - Master of Engineering in Computer Science and Automation Department from Indian Institute of Science (IISc), Bangalore, India
Background
- Research focuses on the intersection of graphs, machine learning, and data science with a focus on bias, fairness, and interpretability. Also builds machine learning techniques that have high impact in areas such as healthcare, infrastructure, and computational social science.
