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Abhishek Umrawal
Assistant Professor, Electrical and Computer Engineering, University of Illinois Urbana-Champaign
Joined
January 2022
Names
Abhishek Umrawal
(Preferred)
,
Abhishek Kumar Umrawal
,
Abhishek K. Umrawal
Emails
****@purdue.edu
(Confirmed)
,
****@illinois.edu
(Confirmed)
Personal Links
Google Scholar
DBLP
LinkedIn
Career & Education History
Assistant Professor
Electrical and Computer Engineering,
University of Illinois Urbana-Champaign
(illinois.edu)
2023
–
Present
Lecturer
Computer Science and Electrical Engineering,
University of Maryland, Baltimore County
(umbc.edu)
2022
–
2023
PhD student
Industrial Engineering,
Purdue University
(purdue.edu)
2017
–
2023
MS student
Economics,
Purdue University
(purdue.edu)
2019
–
2021
MS student
Mathematics and Statistics,
Indian Institute of Technology Kanpur
(iitk.ac.in)
2009
–
2011
Advisors, Relations & Conflicts
PhD Advisor
Vaneet Aggarwal
2017
–
2023
PhD Advisor
Christopher J. Quinn
2017
–
2023
Expertise
Generative AI
2023
–
Present
Game Theory
2023
–
Present
Reinforcement Learning
2017
–
Present
Optimization
2017
–
Present
Causality
2017
–
Present
Network Science
2017
–
Present
Social Netwokrs
2017
–
Present
Publications
A Game-Theoretic Analysis of Attack by Hiding Intent
Xinbo Wu
,
Huan Zhang
,
Abhishek Umrawal
,
Lav R. Varshney
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
CyNetDiff: A Python Library for Accelerated Implementation of Network Diffusion Models
Eilot W. Robson
,
Dhemath Reddy
,
Abhishek Kumar Umrawal
Proc. VLDB Endow. 2024
Readers:
Everyone
CyNetDiff - A Python Library for Accelerated Implementation of Network Diffusion Models
Eliot Wong Robson
,
Dhemath Reddy
,
Abhishek K. Umrawal
CoRR 2024
Readers:
Everyone
Fractional Budget Allocation for Influence Maximization under General Marketing Strategies
Akhil Bhimaraju
,
Eliot W. Robson
,
Lav R. Varshney
,
Abhishek K. Umrawal
CoRR 2024
Readers:
Everyone
A Community-Aware Framework for Social Influence Maximization
Abhishek K. Umrawal
,
Christopher J. Quinn
,
Vaneet Aggarwal
Published: 01 Jan 2023, Last Modified: 11 Sept 2023
IEEE Trans. Emerg. Top. Comput. Intell. 2023
Readers:
Everyone
Leveraging the Community Structure of a Social Network for Maximizing the Spread of Influence
Abhishek K. Umrawal
,
Vaneet Aggarwal
Published: 01 Jan 2023, Last Modified: 11 Sept 2023
SIGMETRICS Perform. Evaluation Rev. 2023
Readers:
Everyone
Fractional Budget Allocation for Influence Maximization
Abhishek K. Umrawal
,
Vaneet Aggarwal
,
Christopher J. Quinn
CDC 2023
Readers:
Everyone
Leveraging Causal Graphs for Blocking in Randomized Experiments
Abhishek Kumar Umrawal
CLeaR 2023
Readers:
Everyone
Simple is Better and Large is Not Enough: Towards Ensembling of Foundational Language Models
Nancy Tyagi
,
Aidin Shiri
,
Surjodeep Sarkar
,
Abhishek Kumar Umrawal
,
Manas Gaur
CoRR 2023
Readers:
Everyone
Leveraging Causal Graphs for Blocking in Randomized Experiments
Abhishek Kumar Umrawal
Published: 17 Mar 2023, Last Modified: 11 May 2023
CLeaR 2023 Poster
Readers:
Everyone
View all 24 publications
Co-Authors
Aidin Shiri
Akhil Bhimaraju
Christopher John Quinn
Dhemath Reddy
Eilot W. Robson
Eliot W. Robson
Eliot Wong Robson
Erin P. Hennes
Guanyu Nie
Huan Zhang
Jiayu Chen
Joshua C. C. Chan
Kaushik Manchella
Lav R. Varshney
Manas Gaur
Mridul Agarwal
Nancy Tyagi
Sean P. Lane
Surjodeep Sarkar
Tian Lan
Vaneet Aggarwal
Xinbo Wu