31 citations · 40 across the 7 of their papers we have counts for
7 papers
Quality Assessment of Tabular Data using Large Language Models and Code Generation
Ashlesha Akella, Akshar Kaul, Krishnasuri Narayanam +1
Reliable data quality is crucial for downstream analysis of tabular datasets, yet rule-based validation often struggles with inefficiency, human intervention, and high computationa…
Data Wrangling Task Automation Using Code-Generating Language Models
Ashlesha Akella, Krishnasuri Narayanam
Ensuring data quality in large tabular datasets is a critical challenge, typically addressed through data wrangling tasks. Traditional statistical methods, though efficient, cannot…
QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis
Abhijit Manatkar, Ashlesha Akella, Parthivi Gupta +1
Discovering meaningful insights from a large dataset, known as Exploratory Data Analysis (EDA), is a challenging task that requires thorough exploration and analysis of the data. A…
Accelerated carrier invoice factoring using predictive freight transport events
Krishnasuri Narayanam, Pankaj Dayama, Sandeep Nishad
Invoice factoring is an invoice financing process where business organizations sell their invoices to banks or financial institutions at a discount to gain faster access to the inv…
Atomic cross-chain exchanges of shared assets
Krishnasuri Narayanam, Venkatraman Ramakrishna, Dhinakaran Vinayagamurthy +1
A core enabler for blockchain or DLT interoperability is the ability to atomically exchange assets held by mutually untrusting owners on different ledgers. This atomic swap problem…
Blockchain Based Accounts Payable Platform for Goods Trade
Krishnasuri Narayanam, Seep Goel, Abhishek Singh +2
Goods trade is a supply chain transaction that involves shippers buying goods from suppliers and carriers providing goods transportation. Shippers are issued invoices from supplier…
A unified decision making framework for supply and demand management in microgrid networks
Diddigi Raghuram Bharadwaj, Sai Koti Reddy Danda, Krishnasuri Narayanam +1
This paper considers two important problems -- on the supply-side and demand-side respectively and studies both in a unified framework. On the supply side, we study the problem of…