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Michael Gubanov
Assistant Professor |
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Florida State University |
Computer Science Department
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1017 Academic Way |
Tallahassee, FL 32304 |
gubanov at cs.fsu.edu
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About
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Selected Publications
- "Tabular Embeddings for Tables with Bi-Dimensional Hierarchical Metadata and Nesting"
Gyanendra Shrestha, Chutian Jiang, Sai Akula, Vivek Yannam, Anna Pyayt, Michael Gubanov, to appear in EDBT, 2025 [pdf]
- "CancerKG.ORG - a Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care"
Michael Gubanov, Anna Pyayt, Aleksandra Karolack, to appear in ACM CIKM, 2024 [pdf]
- "Learning Topical Structured Interfaces from Medical Research Literature"
Maitry Chauhan, Anna Pyayt, Michael Gubanov, in The Web Conference (WWW), 2023[pdf]
- "COVIDKG.ORG - a Web-scale COVID-19 Interactive, Trustworthy Knowledge Graph, Constructed and Interrogated for Bias using Deep-Learning"
Chris Caballero, Anna Pyayt, Nick Piraino, Bhim Kandibedala, Michael Gubanov, in EDBT, 2023
- "Leveraging Scalable Profiling to Learn and Visualize the Latest Trustworthy COVID-19 Medical Research Findings"
Michael Gubanov, Sophie Pavia, Anna Pyayt, William Goble, in ACM CIKM, 2022[pdf]
- "Simplifying Access to Large-scale Structured Datasets by Meta-Profiling with Scalable Training Set Enrichment"
Sophie Pavia, Rituparna Khan, Anna Pyayt, Michael Gubanov, in ACM SIGMOD, 2022[pdf]
- WebLens: Towards Interactive Large-scale Structured Data Profiling
Rituparna Khan, Michael Gubanov, in ACM CIKM 2020, online [pdf]
- Hybrid.Poly: A Consolidated Interactive Analytical Polystore System
Maksim Podkorytov, Michael Gubanov, in ICDE 2019, Macao, China SAR [pdf]
- CognitiveDB: An Intelligent Navigator for Large-scale Dark Structured Data
[pdf]
Michael Gubanov, Manju Priya, Maxim Podkorytov, in WWW 2017, Perth, Australia
- Generating UFOs from the Classified Object Tables
[pdf]
Anusha Kola, Harshal More, Sean Soderman, Michael Gubanov, in IEEE Bigdata 2017, Boston, MA
- Hybrid: A Large-scale Linear-Relational Database Management System
[bib] [pdf][video]
Michael Gubanov, Christopher Jermaine, Zekai Gao, Shangyu Luo, MIT Annual Database Research Conference 2016, Cambridge, MA
- Type-aware Web search
[bib] [pdf]
Michael Gubanov, Anna Pyayt , in EDBT 2016, Bordeaux, France
- DataXFormer: Leveraging the Web for Semantic Transformations
[bib] [pdf]
Zia Abedjan, John Morcos, Michael Gubanov, Ihab Ilyas, Michael Stonebraker, Paolo Papotti, Mourad Ouzanni, in CIDR 2015, Asilomar, California
- Large-scale Semantic Profile Extraction
[bib] [pdf]
Michael Gubanov, Michael Stonebraker EDBT 2014, Athens, Greece
- Text and Structured Data Fusion in DataTamer at Scale
[bib] [pdf]
Michael Gubanov, Michael Stonebraker, Daniel Bruckner, IEEE ICDE 2014, Chicago, Illinois
- ReadFast: High-relevance Search-engine for Big Text [bib] [pdf]
Michael Gubanov, Anna Pyayt. ACM CIKM 2013, San Francisco, California
- IBM UFO Repository: Object-oriented Data Integration [bib] [pdf] [book]
Michael Gubanov, Lucian Popa, Howard Ho, Hamid Pirahesh, Jeng-Yih Chang, Shr-Chang Chen. VLDB 2009, Lyon, France
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BigLab! Alumni
- Manju Krishnan, US Bank, TX, Full Stack Software Engineer; Amazon Alexa, WA, Software Engineer
- Anusha Kola, HCL America, TX, Software Engineer
- Sai Amirishetty, Walmart, AR, Software Engineer
- Yuqi Li
- Maxim Podkorytov, Facebook, CA, Research Scientist
- Bhim Kandibedala, Builder Homesite, TX, Software Engineer
- Sophie Pavia
- William Goble, Dickinson College, PA, Visiting Assistant Professor
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Links
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