Author

Aditya Vempaty

Observed names: A. Vempaty, Vempaty Aditya, Vempaty, Aditya

Observed institutions: IBM (United States), Indian Institute of Technology Kharagpur, University of Illinois Urbana-Champaign, Cornell University, University of Illinois System, IBM Research - India, IBM Research - Thomas J. Watson Research Center, The Ohio State University, Massachusetts Institute of Technology, Syracuse University, Indian Institute of Technology Kanpur, Stanford University

ORCID: 0000-0001-9917-2985

Observed ORCID: 0000-0001-9917-2985

OpenAlex ID: A5011859309

Distributed Inference with Byzantine Data: State-of-the-Art Review on Data Falsification Attacks

2013 · Aditya Vempaty, Lang Tong, et al. · IEEE Signal Processing Magazine · 146

Localization in Wireless Sensor Networks: Byzantines and Mitigation Techniques

2012 · Aditya Vempaty, Onur Ozdemir, et al. · IEEE Transactions on Signal Processing · 111

Received-Signal-Strength-Based Localization in Wireless Sensor Networks

2018 · Ruixin Niu, Aditya Vempaty, et al. · Proceedings of the IEEE · 108

Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems

2024 · Abuelsaad, Tamer, Akkil, Deepak, et al. · arXiv (Cornell University) · 97

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Reliable Crowdsourcing for Multi-Class Labeling Using Coding Theory

2014 · Aditya Vempaty, Lav R. Varshney, et al. · IEEE Journal of Selected Topics in Signal Processing · 65

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Adaptive learning of Byzantines' behavior in cooperative spectrum sensing

2011 · Aditya Vempaty, Keshav Agrawal, et al. · IEEE Wireless Communications and Networking Conference · 65

On Quantizer Design for Distributed Bayesian Estimation in Sensor Networks

2014 · Aditya Vempaty, Hao He, et al. · IEEE Transactions on Signal Processing · 47

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Energy-Aware Sensor Selection in Field Reconstruction

2014 · Sijia Liu, Aditya Vempaty, et al. · IEEE Signal Processing Letters · 44

Automating Question Generation From Educational Text

2023 · Ayan Kumar Bhowmick, Ashish Jagmohan, et al. · Lecture notes in computer science · 40

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1Target Localization in Wireless Sensor Networks using Error Correcting Codes

· Aditya Vempaty, Student Member, et al. · 40

Assuring privacy and reliability in crowdsourcing with coding

2014 · Lav R. Varshney, Aditya Vempaty, et al. · Information Theory and Applications Workshop (ITA) · 34

Multi-Object Classification via Crowdsourcing With a Reject Option

2016 · Qunwei Li, Aditya Vempaty, et al. · IEEE Transactions on Signal Processing · 22

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On noise-enhanced distributed inference in the presence of Byzantines

2011 · Mukul Gagrani, Pranay Sharma, et al. · Allerton Conference on Communication, Control, and Computing · 17

Experiments and Models for Decision Fusion by Humans in Inference Networks

2018 · Aditya Vempaty, Lav R. Varshney, et al. · IEEE Transactions on Signal Processing · 16

Correcting forecasts with multifactor neural attention

2016 · Matthew Riemer, Aditya Vempaty, et al. · International Conference on Machine Learning · 16

False discovery rate based distributed detection in the presence of Byzantines

2014 · Aditya Vempaty, Priyadip Ray, et al. · IEEE Transactions on Aerospace and Electronic Systems · 15

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Better RAG using Relevant Information Gain

2024 · Pickett, Marc, Hartman, Jeremy, et al. · arXiv (Cornell University) · 14

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Assessing National Development Plans for Alignment With Sustainable Development Goals via Semantic Search

2018 · Jonathan Galsurkar, Moninder Singh, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 14

Target localization in Wireless Sensor Networks with quantized data in the presence of Byzantine attacks

2011 · Keshav Agrawal, Aditya Vempaty, et al. · Asilomar Conference on Signals, Systems and Computers (ACSSC) · 12

Building a Domain-specific Guardrail Model in Production

2024 · Niknazar, Mohammad, Haley, Paul V, et al. · arXiv (Cornell University) · 10

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The Non-Regular CEO Problem

2015 · Aditya Vempaty, Lav R. Varshney · IEEE Transactions on Information Theory · 10

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Leveraging the Power of LLMs: A Fine-Tuning Approach for High-Quality Aspect-Based Summarization

2024 · Mullick, Ankan, Bose, Sombit, et al. · arXiv (Cornell University) · 9

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Human-Machine Inference Networks for Smart Decision Making: Opportunities and Challenges

2018 · Aditya Vempaty, Bhavya Kailkhura, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 9

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Sparsity-promoting sensor management for estimation: An energy balance point of view

2015 · Sijia Liu, Feishe Chen, et al. · 8

Target localization in Wireless Sensor Networks using error correcting codes in the presence of Byzantines

2013 · Aditya Vempaty, Yunghsiang S. Han, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 8

Works count: 75

Citation count: 1,089

H-index: 15

I10-index: 21