Aditya Vempaty

63 papers A* 3B 5C 3Misc 9Journal 32Unranked 10
YearRankTypeTitle / Venue / Authors
2025 A* conf
Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents.
EMNLP
Ankan Mullick, Sombit Bose, Rounak Saha, Ayan Kumar Bhowmick, Aditya Vempaty, Prasenjit Dey, Ravi Kokku, Pawan Goyal, Niloy Ganguly
2025 J jnl
Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents.
CoRR
Ankan Mullick, Sombit Bose, Rounak Saha, Ayan Kumar Bhowmick, Aditya Vempaty, Prasenjit Dey, Ravi Kokku, Pawan Goyal, Niloy Ganguly
2025 J jnl
Learning API Functionality from Demonstrations for Tool-based Agents.
CoRR
Bhrij Patel, Ashish Jagmohan, Aditya Vempaty
2025 — conf
Learning API Functionality from In-Context Demonstrations for Tool-based Agents.
EMNLP (Findings)
Bhrij Patel, Ashish Jagmohan, Aditya Vempaty
2025 J jnl
Reflection-Based Memory For Web navigation Agents.
CoRR
Ruhana Azam, Aditya Vempaty, Ashish Jagmohan
2024 J jnl
Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems.
CoRR
Tamer Abuelsaad, Deepak Akkil, Prasenjit Dey, Ashish Jagmohan, Aditya Vempaty, Ravi Kokku
2024 J jnl
Better RAG using Relevant Information Gain.
CoRR
Marc Pickett, Jeremy Hartman, Ayan Kumar Bhowmick, Raquib-ul Alam, Aditya Vempaty
2024 J jnl
Building a Domain-specific Guardrail Model in Production.
CoRR
Mohammad Niknazar, Paul V. Haley, Latha Ramanan, Sang T. Truong, Yedendra Shrinivasan, Ayan Kumar Bhowmick, Prasenjit Dey, Ashish Jagmohan, Hema Maheshwari, Shom Ponoth, Robert Smith, Aditya Vempaty, Nick Haber, Sanmi Koyejo, Sharad Sundararajan
2024 J jnl
Leveraging the Power of LLMs: A Fine-Tuning Approach for High-Quality Aspect-Based Summarization.
CoRR
Ankan Mullick, Sombit Bose, Rounak Saha, Ayan Kumar Bhowmick, Aditya Vempaty, Pawan Goyal, Niloy Ganguly, Prasenjit Dey, Ravi Kokku
2024 J jnl
MathViz-E: A Case-study in Domain-Specialized Tool-Using Agents.
CoRR
Arya Bulusu, Brandon Man, Ashish Jagmohan, Aditya Vempaty, Jennifer Mari-Wyka, Deepak Akkil
2024 J jnl
Multimodal Auto Validation For Self-Refinement in Web Agents.
CoRR
Ruhana Azam, Tamer Abuelsaad, Aditya Vempaty, Ashish Jagmohan
2024 J jnl
SEAL: Suite for Evaluating API-use of LLMs.
CoRR
Woojeong Kim, Ashish Jagmohan, Aditya Vempaty
2023 — conf
Automating Question Generation From Educational Text.
SGAI Conf.
Ayan Kumar Bhowmick, Ashish Jagmohan, Aditya Vempaty, Prasenjit Dey, Leigh Hall, Jeremy Hartman, Ravi Kokku, Hema Maheshwari
2023 J jnl
Automating question generation from educational text.
CoRR
Ayan Kumar Bhowmick, Ashish Jagmohan, Aditya Vempaty, Prasenjit Dey, Leigh Hall, Jeremy Hartman, Ravi Kokku, Hema Maheshwari
2021 B conf
Voice Privacy with Smart Digital Assistants in Educational Settings.
ITS
Mohammad Niknazar, Aditya Vempaty, Ravi Kokku
2021 J jnl
Voice Privacy with Smart Digital Assistants in Educational Settings.
CoRR
Mohammad Niknazar, Aditya Vempaty, Ravi Kokku
2020 B conf
Mixed Compensation Multidimensional Item Response Theory.
ITS
Béatrice Moissinac, Aditya Vempaty
2019 — conf
Content Customization for Micro Learning using Human Augmented AI Techniques.
BEA@ACL
Ayush Shah, Tamer Abuelsaad, Jae-wook Ahn, Prasenjit Dey, Ravi Kokku, Ruhi Sharma Mittal, Aditya Vempaty, Mourvi Sharma
2019 C conf
Modeling of human information processing in hard-soft fusion (Poster).
FUSION
Aditya Vempaty
2018 A* conf
Assessing National Development Plans for Alignment With Sustainable Development Goals via Semantic Search.
AAAI
Jonathan Galsurkar, Moninder Singh, Lingfei Wu, Aditya Vempaty, Mikhail Sushkov, Devika Iyer, Serge Kapto, Kush R. Varshney
2018 — conf
Data-Driven Job Capability Profiling.
AIED (2)
Rong Liu, Bhavna Agrawal, Aditya Vempaty, Wanita Sherchan, Sherry Sin, Michael Tan
2018 J jnl
Design and Evaluation of a Tutor Platform for Personalized Vocabulary Learning.
CoRR
Ravi Kokku, Aditya Vempaty, Tamer Abuelsaad, Prasenjit Dey, Tammy Humphrey, Akimi Gibson, Jennifer Kotler
2018 J jnl
Experiments and Models for Decision Fusion by Humans in Inference Networks.
IEEE Trans. Signal Process.
Aditya Vempaty, Lav R. Varshney, Gregory J. Koop, Amy H. Criss, Pramod K. Varshney
2018 J jnl
Human-Machine Inference Networks For Smart Decision Making: Opportunities and Challenges.
CoRR
Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
2018 Misc conf
Human-Machine Inference Networks for Smart Decision Making: Opportunities and Challenges.
ICASSP
Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
2018 J jnl
Received-Signal-Strength-Based Localization in Wireless Sensor Networks.
Proc. IEEE
Ruixin Niu, Aditya Vempaty, Pramod K. Varshney
2018 — conf
Research Questions to Support Conversational Learning in the Era of Ubiquitous, Mobile Agents.
ICLS
Bob Schloss, Maria D. Chang, Aditya Vempaty, Arup Acharya, Ravindranath Kokku, Lorin Wilde, Nirmal Mukhi
2018 — book
Secure Networked Inference with Unreliable Data Sources
Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
2018 B conf
Supporting Multiple Learning Experiences on a Childhood Vocabulary Tutoring Platform.
ITS
Aditya Vempaty, Tamer Abuelsaad, Allison Allain, Ravi Kokku
2017 Misc conf
A unified diversity measure for distributed inference.
ICASSP
Prashant Khanduri, Aditya Vempaty, Pramod K. Varshney
2017 J jnl
Effectiveness of peer detailing in a diarrhea program in Nigeria.
IBM J. Res. Dev.
Yumeng Tao, Debarun Bhattacharjya, Aliza R. Heching, Aditya Vempaty, Moninder Singh, Felix Lam, Jan Houdek, M. Abubakar, Abdulwahab Alharbi, Tiwadayo Braimoh, N. Ihebuzor, Aleksandra Mojsilovic, Kush R. Varshney
2017 J jnl
Multi-Object Classification via Crowdsourcing With a Reject Option.
IEEE Trans. Signal Process.
Qunwei Li, Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney
2017 Misc conf
On classification of environmental acoustic data using crowds.
ICASSP
Shan Zhang, Aditya Vempaty, Susan E. Parks, Pramod K. Varshney
2017 — conf
Statistical Analysis of Peer Detailing for Children's Diarrhea Treatments.
AAAI Spring Symposia
Yumeng Tao, Debarun Bhattacharjya, Aliza R. Heching, Aditya Vempaty, Moninder Singh, Felix Lam, Kush R. Varshney, Aleksandra Mojsilovic
2016 A* conf
Correcting Forecasts with Multifactor Neural Attention.
ICML
Matthew Riemer, Aditya Vempaty, Flávio P. Calmon, Fenno F. Terry Heath III, Richard Hull, Elham Khabiri
2016 J jnl
Multi-object Classification via Crowdsourcing with a Reject Option.
CoRR
Qunwei Li, Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney
2015 B conf
CEO problem for belief sharing.
ITW
Aditya Vempaty, Lav R. Varshney
2015 — conf
Decision fusion by people: Experiments, models, and sociotechnical system design.
GlobalSIP
Aditya Vempaty, Lav R. Varshney, Gregory J. Koop, Amy H. Criss, Pramod K. Varshney
2015 J jnl
Distributed Inference in Tree Networks Using Coding Theory.
IEEE Trans. Signal Process.
Bhavya Kailkhura, Aditya Vempaty, Pramod K. Varshney
2015 C conf
Sparsity-promoting sensor management for estimation: An energy balance point of view.
FUSION
Sijia Liu, Feishe Chen, Aditya Vempaty, Makan Fardad, Lixin Shen, Pramod K. Varshney
2015 J jnl
The Non-Regular CEO Problem.
IEEE Trans. Inf. Theory
Aditya Vempaty, Lav R. Varshney
2014 Misc conf
Assuring privacy and reliability in crowdsourcing with coding.
ITA
Lav R. Varshney, Aditya Vempaty, Pramod K. Varshney
2014 Misc conf
Coding theory for reliable signal processing.
ICNC
Aditya Vempaty, Yunghsiang S. Han, Lav R. Varshney, Pramod K. Varshney
2014 J jnl
Distributed Inference in Tree Networks using Coding Theory.
CoRR
Bhavya Kailkhura, Aditya Vempaty, Pramod K. Varshney
2014 J jnl
Energy-Aware Sensor Selection in Field Reconstruction.
IEEE Signal Process. Lett.
Sijia Liu, Aditya Vempaty, Makan Fardad, Engin Masazade, Pramod K. Varshney
2014 J jnl
False discovery rate based distributed detection in the presence of Byzantines.
IEEE Trans. Aerosp. Electron. Syst.
Aditya Vempaty, Priyadip Ray, Pramod K. Varshney
2014 J jnl
On Quantizer Design for Distributed Bayesian Estimation in Sensor Networks.
CoRR
Aditya Vempaty, Hao He, Biao Chen, Pramod K. Varshney
2014 J jnl
On Quantizer Design for Distributed Bayesian Estimation in Sensor Networks.
IEEE Trans. Signal Process.
Aditya Vempaty, Hao He, Biao Chen, Pramod K. Varshney
2014 J jnl
Reliable Crowdsourcing for Multi-Class Labeling Using Coding Theory.
IEEE J. Sel. Top. Signal Process.
Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney
2014 J jnl
Target Localization in Wireless Sensor Networks Using Error Correcting Codes.
IEEE Trans. Inf. Theory
Aditya Vempaty, Yunghsiang S. Han, Pramod K. Varshney
2014 J jnl
The Non-Regular CEO Problem.
CoRR
Aditya Vempaty, Lav R. Varshney
2013 J jnl
Distributed Inference with Byzantine Data: State-of-the-Art Review on Data Falsification Attacks.
IEEE Signal Process. Mag.
Aditya Vempaty, Lang Tong, Pramod K. Varshney
2013 — conf
Further results on noise-enhanced distributed inference in the presence of Byzantines.
WPMC
Aditya Vempaty, V. Sriram Siddhardh Nadendla, Pramod K. Varshney
2013 J jnl
Localization in Wireless Sensor Networks: Byzantines and Mitigation Techniques.
IEEE Trans. Signal Process.
Aditya Vempaty, Onur Ozdemir, Keshav Agrawal, Hao Chen, Pramod K. Varshney
2013 Misc conf
Optimal quantizers for distributed Bayesian estimation.
ICASSP
Aditya Vempaty, Biao Chen, Pramod K. Varshney
2013 J jnl
Reliable Crowdsourcing for Multi-Class Labeling using Coding Theory.
CoRR
Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney
2013 Misc conf
Reliable classification by unreliable crowds.
ICASSP
Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney
2013 Misc conf
Target localization in Wireless Sensor Networks using error correcting codes in the presence of Byzantines.
ICASSP
Aditya Vempaty, Yunghsiang S. Han, Pramod K. Varshney
2013 C conf
Target tracking in Wireless Sensor Networks in the presence of Byzantines.
FUSION
Aditya Vempaty, Onur Ozdemir, Pramod K. Varshney
2012 Misc conf
Mitigation of Byzantine attacks for target location estimation in wireless sensor networks.
CISS
Aditya Vempaty, Onur Ozdemir, Pramod K. Varshney
2011 B conf
Adaptive learning of Byzantines' behavior in cooperative spectrum sensing.
WCNC
Aditya Vempaty, Keshav Agrawal, Hao Chen, Pramod K. Varshney
2011 — conf
On noise-enhanced distributed inference in the presence of Byzantines.
Allerton
Mukul Gagrani, Pranay Sharma, Satish G. Iyengar, V. Sriram Siddhardh Nadendla, Aditya Vempaty, Hao Chen, Pramod K. Varshney
2011 — conf
Target localization in Wireless Sensor Networks with quantized data in the presence of Byzantine attacks.
ACSCC
Keshav Agrawal, Aditya Vempaty, Hao Chen, Pramod K. Varshney