About

I am a Ph. D. student at the Indraprastha Institute of Information Technology (IIIT), Delhi and also an IBM Research Fellow. My academic advisors are Dr. Raghava Mutharaju (IIIT, Delhi) and Dr. Sumit Bhatia (Adobe, India).

My research interests include Knowledge Graphs, Ontology Reasoning, Ontology Benchmarking, Reinforcement Learning, Deep Learning, and Description Logics. My core area of research involves investigating non-conventional methods for efficient reasoning over expressive ontology languages such as OWL 2.

Prior to joining my Ph. D, I worked as an Assistant Professor at Galgotias College of Engineering and Technology (A. K. T. U) for 2.5 years. I completed my Masters in Computer Science and Engineering with two gold-medals from Aligarh Muslim University (A. M. U), India, 2016 and Bachelors in Computer Engineering from Aligarh Muslim University (A. M. U), India, 2014.

Publications

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  • Conference/Journal Papers

    • 2020

    • Gunjan Singh, Sumit Bhatia, Raghava Mutharaju, OWL2Bench: A Benchmark for OWL 2 Reasoners, Accepted at Resources Track, International Semantic Web Conference (ISWC), Virtual Conference, 2020 (pdf)

  • Posters/Demos/Student Abstracts

    • 2020

    • Gunjan Singh, Sutapa Mondal, Sumit Bhatia, Raghava Mutharaju, Neuro-Symbolic Techniques for Description Logic Reasoning, Accepted at Student Abstract, Association for the Advancement of Artificial Intelligence (AAAI), 2020 (pdf)
    • Gunjan Singh, Ashwat Kumar, Kanav Bhagat, Sumit Bhatia, Raghava Mutharaju, OWL2Bench: Towards a Customizable Benchmark for OWL 2 Reasoners, Accepted at Posters Track, International Semantic Web Conference (ISWC), Virtual Conference, 2020 (pdf)
    • Gunjan Singh, Sumit Bhatia, Raghava Mutharaju, A Benchmark for OWL 2 DL Reasoners, Accepted at Young Researchers' Symposium, CODS-COMAD, Hyderabad, 2020 (pdf)

    2019

    • Raj Kamal Yadav, Gunjan Singh, Raghava Mutharaju, Sumit Bhatia, Towards a Concurrent Approximate Description Logic Reasoner, Accepted at Posters Track, International Semantic Web Conference (ISWC), Auckland, 2019 (pdf)

Work Experience

Internships

Academic Experience

  • Galgotias College of Engineering and Technology, Greater Noida, Aug 2016 - Dec 2018, Assistant Professor

Activities and Awards

  • Received 2-year 2020 IBM Research Fellowship
  • Qualified UGC-NET November, 2017
  • Awarded University Postgraduate Gold Medal for securing first rank in M.Tech Computer Science and Engineering 2016, AMU
  • Awarded University Postgraduate Gold Medal for securing first rank in M.Tech (among all branches) 2016, AMU
  • Qualified Graduate Aptitude Test in Engineering (GATE) 2014 with 98.37 percentile

News

Blogs and Articles