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Chandan Reddy

Generative AI Trustworthy Machine Learning Explainable AI Fairness In Machine Learning Scientific Discovery Models
Virginia Tech Computer Science

About

Chandan Reddy is a Professor in the Department of Computer Science at Virginia Tech. He received his Ph.D. from Cornell University and M.S. from Michigan State University. His primary research interests are Generative AI and Trustworthy Machine Learning, aimed at creating robust, fair, and explainable models for Scientific Discovery and Real-World Impact. His research has been funded by NSF, NIH, DOE, DOT, the Susan G. Komen for the Cure Foundation, and various industry partners. He has published over 200 peer-reviewed papers in leading conferences and journals. He received several awards for his research work including Best Paper Awards at ACM SIGKDD, IEEE ICDM, and IEEE VAST conferences, and was a finalist of the INFORMS Franz Edelman Award Competition in 2011. He is serving on the editorial boards of ACM TIST, IEEE Transactions on Big Data, and Nature AI Journals. He is a Senior Member of the IEEE and a Distinguished Member of the ACM.

Research Performance Summary

270
Total Papers
6801
Total Citations
50
H-Index
2003-2025
Active Research Span

First Recorded Paper

Approaches to the design and measurement of social and information awareness in augmented reality systems

Year: 2003

Citations: 8

Venue: Proceedings of Human-Computer Interaction International: Theory and Practice

Latest Recorded Paper

DriveMind: A Dual-VLM based Reinforcement Learning Framework for Autonomous Driving

Year: 2025

Citations: 0

Venue: arXiv preprint arXiv:2506.00819

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2025
44
2024
15
2023
17
2022
14
2021
15
2020
13
2019
9
2018
14
2017
9
2016
13
2015
20

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 100
Journal 22
Book 7

Top Coauthors

Reddy Wang

Research Impact by Period

2025-2026

Period Stats
Papers 44
Citations 411
Avg. Citations / Paper 9.3
H-Index 10

2020-2024

Period Stats
Papers 74
Citations 2645
Avg. Citations / Paper 35.7
H-Index 30

2015-2019

Period Stats
Papers 65
Citations 1952
Avg. Citations / Paper 30
H-Index 26

2010-2014

Period Stats
Papers 46
Citations 1225
Avg. Citations / Paper 26.6
H-Index 18

2005-2009

Period Stats
Papers 35
Citations 529
Avg. Citations / Paper 15.1
H-Index 10

2000-2004

Period Stats
Papers 6
Citations 39
Avg. Citations / Paper 6.5
H-Index 4

Contact and Professional Links

Contact Information

reddy@cs.vt.edu
5718583307

Detected Research Keywords

Nonnegative Matrix Factorization Data Clustering Algorithms Clustering Algorithms Applications Clinical Time Series Healthcare Data Analytics Kdd Workshop Evaluation Workshop Evaluation Trustworthiness Scientific Equation Discovery Mobile Face Capture Ensemble Nonnegative Matrix