Gerard de Melo


Assistant Professor, Department of Computer Science
Rutgers University — New Brunswick

Director of the Deep Data Lab

Member of the Center for Computational Biomedicine Imaging and Modeling

Affiliate Member of the Rutgers Center for Cognitive Science


Department of Computer Science
110 Frelinghuysen Road
Rutgers, The State University of New Jersey
Piscataway, NJ 08854-8019



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Pronouns: he/him

de Melo, Gerard

Quick Links: Projects | Awards and Recognition | Publications | Lectures | Professional Activities | Teaching | Misc.


Curriculum Vitae

Team and Research Foci

I am leading the Deep Data Lab, which currently consists of 7 PhD students, plus a few master's students and undergraduates. We conduct interdisciplinary research in computer science and beyond. The vision driving this research is the idea that there is now so much digital data out there that machines ought to be able to learn to guide us in almost every aspect of our daily life, e.g. by addressing our information needs and helping us make more informed decisions. This, however, requires novel algorithms that simultaneously learn and integrate information from multiple heterogeneous data sources in order to make sense of human language and more generally of the world.

More specifically, my research interests include:

  • Data Mining, Graph Algorithms, and Machine Learning for Natural Language Processing
  • Big Data Approaches to Web and Text Mining
  • Data Integration, Artificial Intelligence, Semantic Technologies, Information Retrieval
  • Multilingual and cross-lingual natural language processing

Join us!

Get in touch with me if you are seeking PhD or Post-Doc opportunities at one of the top universities for computer science research, located in the Greater New York region, which is currently one of the most exciting areas for artificial intelligence and data science in the world.
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Grants, Awards, and Recognition


Research Grants and Scholarships

Projects and Downloads

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Selected Publications

Publications by Topic: All | NLP | Knowledge Graphs | Computer Vision/Multimodality | IR/Social Media | Theory

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Further Information


© 2019 Gerard de Melo