Abhay Gupta

According to our database, Abhay Gupta authored at least 25 papers between 1996 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

KARL: Knowledge Agents via Reinforcement Learning.

Jonathan D. Chang, Andrew Drozdov, Shubham Toshniwal, Owen Oertell, Alexander Trott, Jacob P. Portes, Abhay Gupta, Pallavi Koppol, Ashutosh Baheti, Sean Kulinski, Ivan Zhou, Irene Dea, Krista Opsahl-Ong, Simon Favreau-Lessard, Sean Owen, Jose Javier Gonzalez Ortiz, Arnav Singhvi, Xabi Andrade, Cindy Wang, Kartik Sreenivasan, Sam Havens, Jialu Liu, Peyton DeNiro, Wen Sun, Michael Bendersky, Jonathan Frankle

CoRR, March, 2026

FlashOptim: Optimizers for Memory Efficient Training.

Jose Javier Gonzalez Ortiz, Abhay Gupta, Chris Renard, Davis W. Blalock

CoRR, February, 2026

2025

MEDEQUALQA: Evaluating Biases in LLMs with Counterfactual Reasoning.

Rajarshi Ghosh, Abhay Gupta, Hudson McBride, Anurag Vaidya, Faisal Mahmood

CoRR, October, 2025

A State-of-the-Art SQL Reasoning Model using RLVR.

Alnur Ali, Ashutosh Baheti, Jonathan Chang, Ta-Chung Chi, Brandon Cui, Andrew Drozdov, Jonathan Frankle, Abhay Gupta, Pallavi Koppol, Sean Kulinski, Jonathan Li, Dipendra Misra, Krista Opsahl-Ong, Jose Javier Gonzalez Ortiz, Matei Zaharia, Yue Zhang

CoRR, September, 2025

Causal-Counterfactual RAG: The Integration of Causal-Counterfactual Reasoning into RAG.

Harshad Khadilkar, Abhay Gupta

CoRR, September, 2025

RADIANT: Retrieval AugmenteD entIty-context AligNmenT - Introducing RAG-ability and Entity-Context Divergence.

Vipula Rawte, Rajarshi Roy, Gurpreet Singh, Danush Khanna, Yaswanth Narsupalli, Basab Ghosh, Abhay Gupta, Argha Kamal Samanta, Aditya Shingote, Aadi Krishna Vikram, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das

CoRR, July, 2025

µnit Scaling: Simple and Scalable FP8 LLM Training.

Saaketh Narayan, Abhay Gupta, Mansheej Paul, Davis W. Blalock

Proceedings of the Forty-second International Conference on Machine Learning, 2025

NovelHopQA: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts.

Abhay Gupta, Kevin Zhu, Vasu Sharma, Sean O'Brien, Michael Lu

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models.

Abhay Gupta, Jacob Cheung, Philip Meng, Shayan Sayyed, Kevin Zhu, Austen Liao, Sean O'Brien

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

AAVENUE: Detecting LLM Biases on NLU Tasks in AAVE via a Novel Benchmark.

Abhay Gupta, Philip Meng, Ece Yurtseven, Sean O'Brien, Kevin Zhu

CoRR, 2024

Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment.

Abhinav Agarwalla, Abhay Gupta, Alexandre Noll Marques, Shubhra Pandit, Michael Goin, Eldar Kurtic, Kevin Leong, Tuan Nguyen, Mahmoud Salem, Dan Alistarh, Sean Lie, Mark Kurtz

CoRR, 2024

Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency.

Vithursan Thangarasa, Shreyas Saxena, Abhay Gupta, Sean Lie

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Sparse Iso-FLOP Transformations for Maximizing Training Efficiency.

Shreyas Saxena, Vithursan Thangarasa, Abhay Gupta, Sean Lie

CoRR, 2023

SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models.

Vithursan Thangarasa, Abhay Gupta, William Marshall, Tianda Li, Kevin Leong, Dennis DeCoste, Sean Lie, Shreyas Saxena

Proceedings of the Uncertainty in Artificial Intelligence, 2023

RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network.

Vitaliy Chiley, Vithursan Thangarasa, Abhay Gupta, Anshul Samar, Joel Hestness, Dennis DeCoste

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

2022

COVID-19 disease identification from chest CT images using empirical wavelet transformation and transfer learning.

Pramod Gaur, Vatsal Malaviya, Abhay Gupta, Gautam Bhatia, Ram Bilas Pachori, Divyesh Sharma

Biomed. Signal Process. Control., 2022

2021

Human Activity Recognition Using Pose Estimation and Machine Learning Algorithm.

Abhay Gupta, Kuldeep Gupta, Kshama Gupta, Kapil Gupta

Proceedings of the International Semantic Intelligence Conference 2021 (ISIC 2021), 2021

2020

Guaranteed Delivery of Advertisements to Targeted Audiences Under Deduplication and Frequency Capping Constraints.

Abhay Gupta, Ayush Bhatnagar, Aditya Ramana Rachakonda, Ravindra Chittapur

Proceedings of the Database Systems for Advanced Applications, 2020

2018

Scalable Window Generation for the Intel Broadwell+Arria 10 and High-Bandwidth FPGA Systems.

Greg Stitt, Abhay Gupta, Madison N. Emas, David Wilson, Austin Baylis

Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2018

2016

DAISEE: Dataset for Affective States in E-Learning Environments.

Abhay Gupta, Richik Jaiswal, Sagar Adhikari, Vineeth Balasubramanian

CoRR, 2016

Approximating Wisdom of Crowds using K-RBMs.

Abhay Gupta

CoRR, 2016

2015

Auto-Configuration of SDN Switches in SDN/Non-SDN Hybrid Network.

Rohit Katiyar, Prakash Pawar, Abhay Gupta, Kotaro Kataoka

Proceedings of the Asian Internet Engineering Conference, 2015

2011

MR-LEGOS: a refined MapReduce model.

Ahmed Radwan, Akmal A. Younis, Santhosh Srinivasan, Abhay Gupta

Int. J. Cloud Comput., 2011

1998

Implementing Java Computing: Sun on Architecture and Applications Development.

Abhay Gupta, Chris Ferris, Yvonne Wilson, Katni Venkatasubramanian

IEEE Internet Comput., 1998

1996

A genetic algorithm for assembling optical computers using faulty optical arrays.

C. P. Ravikumar, Augustine R. Thomas, Abhay Gupta

Proceedings of the 3rd International Conference on High Performance Computing, 1996