VLDB 2026 Research / reviewers in the wild / expert
Goutham Vignesh
dblp:371/5964
· DBLP profile ↗
4ranked-venue papers
1as first author
4since 2021 · last 2025
0009-0009-7668-8482ORCID · corroborated
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 2 · 2 since 2021Databases, data management, data science and information retrieval · 2 · 2 since 2021Graphics, computer vision, multimedia, augmented reality and games · 2 · 1 first-author · 2 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.
| Artificial intelligence
2 papers |
Language models and text generation · 49% Question answering and dialogue systems · 38% Vision and language · 13% | |
| Computer graphics and multimedia
1 paper |
Multimedia analysis and retrieval · 100% | |
| Human-computer interaction and pervasive computing
1 paper |
User interface design and tools · 100% |
Topics — the 4 heaviest of 6, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Natural language and speech › Question answering and dialogue systems › machine reading comprehension
document question answering |
0.8 | 1 | 2024 | SciSpace Copilot: Empowering Researchers through Intelligent Reading Assistance · AAAI 2024 |
Natural language and speech › Language models and text generation
retrieval-augmented generation |
0.8 | 1 | 2024 | SciSpace Copilot: Empowering Researchers through Intelligent Reading Assistance · AAAI 2024 |
Computer vision › Vision and language › vision-language model
multimodal large language model |
0.3 | 1 | 2025 | IDPFlow: A No-Code Agentic Framework for Multimodal Intelligent Document Processing · ACM Multimedia 2025 |
Natural language and speech › Language models and text generation › text summarization › long document summarization
scientific paper summarization |
0.2 | 1 | 2024 | SciSpace Copilot: Empowering Researchers through Intelligent Reading Assistance · AAAI 2024 |
Methods — techniques the papers use, named apart from their topics
no-code pipeline · 1.7agentic framework · 1.7retrieval-augmented generation · 1.5
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2025 | DocAnnot - Accelerating the Creation of Key Information Extraction Datasets with GenAI-Powered Auto-annotation
Siddartha Reddy, Harikrishnan P. M., Goutham Vignesh, Varun V, Vishal Vaddina |
ICDAR (3) | 3 |
| 2025 | IDPFlow: A No-Code Agentic Framework for Multimodal Intelligent Document Processing
Goutham Vignesh, Harikrishnan P. M., Siddartha Reddy, Saisubramaniam Gopalakrishnan, Vishal Vaddina |
ACM Multimedia | 1 |
| 2024 | SciSpace Copilot: Empowering Researchers through Intelligent Reading AssistanceabstractWe introduce SciSpace Copilot, an AI research assistant that helps in understanding and reading research papers faster by providing a plethora of features. Answering questions from a document has recently become popular using the Retrieval Augmented Generation (RAG) approach. Our tool uses an advanced question-answering pipeline to get accurate answers and also provide exact citations for the same. We provide many more valuable features on scientific text, including generating explanations, generating summaries, adding notes and highlights, and finding related papers from our 200 million corpus. Our tool supports 100+ languages, making research more accessible across language barriers. Thousands of users use SciSpace Copilot on a daily basis by uploading their articles to understand research faster and better. Our tool can be accessed at this link: https://typeset.io. Trinita Roy, Asheesh Kumar, Daksh Raghuvanshi, Siddhant Jain, Goutham Vignesh, Kartik Shinde, Rohan Tondulkar |
AAAI | 5 |
| 2024 | SciSpace Literature Review: Harnessing AI for Effortless Scientific Discovery
Siddhant Jain, Asheesh Kumar, Trinita Roy, Kartik Shinde, Goutham Vignesh, Rohan Tondulkar |
ECIR (5) | 5 |