Publications

You can also find my articles on my Google Scholar profile.

Selected Publications

"Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL", VLDB 2025

"Chase-sql: Multi-path reasoning and preference optimized candidate selection in text-to-sql", ICLR 2025

"Democratizing data science through interactive curation of ml pipelines", SIGMOD 2019

"Slice finder: Automated data slicing for model validation", ICDE 2019

"Estimating the impact of unknown unknowns on aggregate query results", SIGMOD 2016 / TODS 2018 [Extended]

"Towards Quantifying Uncertainty in Data Analysis & Exploration", IEEE Bulletin (Data Engineering) 2018

"Unknown examples & machine learning model generalization", arxiv 2018

"A Data Quality Metric (DQM): How to Estimate The Number of Undetected Errors in Data Sets", VLDB 2017

"Game bot detection approach based on behavior analysis and consideration of various play styles", ETRI Journal 2013

"High-Performance Llama 2 Training and Inference with PyTorch/XLA on Cloud TPUs", PyTorch Blog 2023

"PyTorch/XLA SPMD: Scale Up Model Training and Serving with Automatic Parallelization", PyTorch Blog 2023