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researcher

M. Gubanov

3 papers hereh-index 15645 citations63 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.CL1
  • cs.DB1

identity via Semantic Scholar / OpenAlex

activity
20132025
most citedCancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care

11 citations · 14 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CL2025

Tabular Embeddings for Tables with Bi-Dimensional Hierarchical Metadata and Nesting

Gyanendra Shrestha, Chutain Jiang, Sai Akula +3

Embeddings serve as condensed vector representations for real-world entities, finding applications in Natural Language Processing (NLP), Computer Vision, and Data Management across…

cs.AI2024★ 11 cited

CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care

Michael Gubanov, Anna Pyayt, Aleksandra Karolak

Here, we describe one of the first Web-scale hybrid Knowledge Graph (KG)-Large Language Model (LLM), populated with the latest peer-reviewed medical knowledge on colorectal Cancer.…

cs.DB2013★ 3 cited

BigDB: Automatic Machine Learning Optimizer

Anna Pyayt, Michael Gubanov

In this short vision paper, we introduce a machine learning optimizer for data management and describe its architecture and main functionality.

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.