| 2025 | EMNLP | 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 |
| 2025 | EMNLP | NovelHopQA: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts. | Abhay Gupta, Kevin Zhu, Vasu Sharma, Sean O'Brien, Michael Lu |
| 2025 | ICML | nit Scaling: Simple and Scalable FP8 LLM Training. | Saaketh Narayan, Abhay Gupta, Mansheej Paul, Davis W. Blalock |
| 2024 | ICML | Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency. | Vithursan Thangarasa, Shreyas Saxena, Abhay Gupta, Sean Lie |
| 2023 | UAI | 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 |
| 2020 | DASFAA | Guaranteed Delivery of Advertisements to Targeted Audiences Under Deduplication and Frequency Capping Constraints. | Abhay Gupta, Ayush Bhatnagar, Aditya Ramana Rachakonda, Ravindra Chittapur |
| 2018 | FPGA | 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 |
| 1996 | HiPC | A genetic algorithm for assembling optical computers using faulty optical arrays. | C. P. Ravikumar, Augustine R. Thomas, Abhay Gupta |