Demo Data from VLDB 2026 / reviewers in the wild / expert
Sambit Ghosh
dblp:199/0180
· DBLP profile ↗
4ranked-venue papers
0as first author
4since 2021 · last 2026
—ORCID · unresolved
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 4 · 4 since 2021Graphics, computer vision, multimedia, augmented reality and games · 2 · 2 since 2021Applied, interdisciplinary, general and emerging computing · 1 · 1 since 2021
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Databases, data mining, and information retrieval
3 papers |
Data mining · 50% Data models and query languages · 50% | |
| Software engineering, system software, and programming languages
2 papers |
Program synthesis and code generation · 57% Services computing and microservices · 43% | |
| Artificial intelligence
2 papers |
Language models and text generation · 100% | |
| Human-computer interaction and pervasive computing
1 paper |
Human-AI interaction · 100% |
Topics — the 3 heaviest of 7, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Data mining
exploratory data analysis |
1.0 | 1 | 2026 | DFAgent: From Natural Language Data Interactions to Reusable Agent-Ready Tools · AAAI 2026 |
Natural language and speech › Language models and text generation
code generation |
0.8 | 1 | 2024 | LLM-powered GraphQL Generator for Data Retrieval · IJCAI 2024 |
Natural language and speech › Language models and text generation › agentic language model › tool-augmented language models
function calling |
0.8 | 1 | 2024 | Sequential API Function Calling Using GraphQL Schema · EMNLP 2024 |
Methods — techniques the papers use, named apart from their topics
large language model · 6.8model context protocol · 3.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | DFAgent: From Natural Language Data Interactions to Reusable Agent-Ready ToolsabstractWe present DataFoundry Agent (DFAgent), a system that forges reusable, agent-ready tools from interactive data exploration, quality, and remediation tasks. Users engage with data through natural-language prompts for operations that include inspection, transformation, and visualization. These interactions automatically generate executable code snippets that are logged. From these snippets, DFAgent acts as a foundry, synthesizing a governed catalog of enriched tools exposed via the Model Context Protocol (MCP). In this way, user-derived logic for all data operations is transformed into standardized, composable tools without reimplementation. We demonstrate how diverse interactions accumulate into a reusable toolset, highlighting a paradigm that unifies natural language interaction, executable code generation, and tool foundry processes for agentic data systems. Neelamadhav Gantayat, Renuka Sindhgatta, Sambit Ghosh, Sameep Mehta, Soujanya Soni |
AAAI | 3 |
| 2024 | Sequential API Function Calling Using GraphQL SchemaabstractAvirup Saha, Lakshmi Mandal, Balaji Ganesan, Sambit Ghosh, Renuka Sindhgatta, Carlos Eberhardt, Dan Debrunner, Sameep Mehta. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. 2024. Avirup Saha, Lakshmi Mandal, Balaji Ganesan, Sambit Ghosh, Renuka Sindhgatta, Carlos Eberhardt, Dan Debrunner, Sameep Mehta |
EMNLP | 4 |
| 2024 | LLM-powered GraphQL Generator for Data Retrieval
Balaji Ganesan, Sambit Ghosh, Nitin Gupta 0005, Manish Kesarwani, Sameep Mehta, Renuka Sindhgatta |
IJCAI | 2 |
| 2023 | The Contribution of Human Cognition and Decision-Making to Understanding the Dynamics of Chemical Manufacturing Process Tasks
Mrunal V. Sontakke, Sounak Banerjee 0002, Sambit Ghosh, B. Wayne Bequette, Wayne D. Gray |
CogSci | 3 |