Lebenslauf und Publikationen Dr. Gunjan Singh

• Ph. D. in Computer Science and Engineering, Indraprastha Institute of Information Technology (IIIT), New Delhi, India
  Advisors: Dr. Raghava Mutharaju (IIIT, Delhi, India), Dr. Sumit Bhatia (Adobe Inc., India)
  Thesis title: Benchmarking Static and Stream-based Description Logic Reasoners.
• M. Tech in Computer Science and Engineering (Gold Medalist)
  Aligarh Muslim University (AMU), Aligarh, India
  Advisor: Dr. Saiful Islam (AMU, India)
  Thesis title: Content Prioritization Based Self-Embedding for Image Restoration
• B. Tech in Computer Engineering
  Aligarh Muslim University (AMU), Aligarh, India

• Sep 2023 – Feb 2024 Research Intern, INSA, Lyon, France
  Mentor: Dr. Riccardo Tommasini
• May 2019 – Jul 2019 Research Intern, IBM Research Lab, New Delhi, India
  Mentor: Dr. Sumit Bhatia
• Aug 2016 – Dec 2018 Assistant Professor, Galgotias College of Engineering and Technology, India

2025

• Giglou, H. B., Burbach, S., Compagno, F., Ismail, M., Singh, G., Rudolph, S.: Beyond Statistical Parroting: Hard-Coding Truth into LLMs via Ontologies, in Proc. of the 2nd Int. Workshop on Retrieval-Augmented Generation Enabled by Knowledge Graphs (RAGE-KG 2025), CEUR Workshop Proceedings (Vol. 4079), 2025. [local copy (PDF), bibtex].

2024

• G. Singh, U. Arora, S. Kumar, et al., “GenACT: An ontology-based temporal web data generator,” 43rd International Conference on Conceptual Modeling (ER 2024), Pittsburgh, Pennsylvania, October 28-31, 2024, 2024. https://doi.org/10.1007/978-3-031-75872-0\_17.
• G. Singh, A. Kumar, S. Bhatia, and R. Mutharaju, “OWL2Gen: Towards a configurable ontology generator for benchmarking,” 43rd International Conference on Conceptual
  Modeling (ER 2024), Posters and Demos, Pittsburgh, Pennsylvania, October 28-31, 2024, 2024. https://ceur-ws.org/Vol-3849/poster-demo6.pdf.
• G. Singh, R. Tommasini, S. Bhatia, and R. Mutharaju, “Benchmarking neuro-symbolic description logic reasoners: Existing challenges and a way forward,” Neurosymbolic Artificial Intelligence, 2024. https://neurosymbolic-ai-journal.com/system/files/nai-paper-774.pdf.

2023

• G. Singh, “Benchmarking symbolic and neuro-symbolic description logic reasoners,” CEUR Workshop Proceedings, vol. 3678, 2023. https://ceur-ws.org/Vol-3678/paper11.pdf.
• G. Singh, S. Bhatia, and R. Mutharaju, “Neuro-symbolic RDF and description logic reasoners: The state-of-the-art and challenges,” Frontiers in Artificial Intelligence and Applications, vol. 369, pp. 29–63, 2023. https://doi.org/10.3233/FAIA230134.
• R. Mutharaju, A. Lawrynowicz, P. Bhattacharyya, E. Blomqvist, L. Asprino, and G. Singh, “Proceedings of the 14th workshop on ontology design and patterns (WOP 2023) co-located with the 22nd international semantic web conference (ISWC 2023), athens, greece, november 06, 2023,” ser. CEUR Workshop Proceedings, vol. 3636, CEUR-WS.org, 2024. https://ceur-ws.org/Vol-3636.
• D. Banerjee, R. Usbeck, N. Mihindukulasooriya, G. Singh, R. Mutharaju, and P. Kapanipathi, “Joint proceedings of scholarly QALD 2023 and semrec 2023 co-located with 22nd international semantic web conference ISWC 2023, athens, greece, november 6-10, 2023,” ser. CEUR Workshop Proceedings, vol. 3592, CEUR-WS.org, 2023. https://ceur-ws.org/Vol-3592.
• G. Singh, R. Mutharaju, P. Kapanipathi, et al., “Joint proceedings of semrec 2022 and SMART 2022 co-located with 21st international semantic web conference (ISWC 2022), hybrid event, hangzhou, china, october 24-27, 2022,” ser. CEUR Workshop Proceedings, vol. 3337, CEUR-WS.org, 2023. https://ceur-ws.org/Vol-3337.

2021

• G. Singh, S. Mondal, S. Bhatia, and R. Mutharaju, “Neuro-symbolic techniques for description logic reasoning (student abstract),” pp. 15 891–15 892, 2021. doi: 10.1609/AAAI.V35I18.17942.
• G. Singh, R. Mutharaju, and P. Kapanipathi, “Proceedings of the semantic reasoning evaluation challenge (semrec 2021) co-located with the 20th international semantic web conference (ISWC 2021), virtual event, october 27th, 2021,” ser. CEUR Workshop Proceedings, vol. 3123, CEUR-WS.org, 2022. https://ceur-ws.org/Vol-3123.

2020

• G. Singh, S. Bhatia, and R. Mutharaju, “A benchmark for OWL 2 DL reasoners,” p. 353, 2020. Doi: 10.1145/3371158.3371222.
• G. Singh, S. Bhatia, and R. Mutharaju, “Owl2bench: A benchmark for OWL 2 reasoners,” Lecture Notes in Computer Science, vol. 12507, pp. 81–96, 2020. doi: 10.1007/978-3-030-62466-8\_6.
• G. Singh, A. Kumar, K. Bhagat, S. Bhatia, and R. Mutharaju, “OWL2Bench: Towards a customizable benchmark for OWL 2 reasoners,” CEUR Workshop Proceedings, vol. 2721, pp. 344–349, 2020. Url: https://ceur-ws.org/Vol-2721/paper587.pdf.

2019

• R. K. Yadav, G. Singh, R. Mutharaju, and S. Bhatia, “Towards a concurrent approximate description logic reasoner,” CEUR Workshop Proceedings, vol. 2456, pp. 145–148, 2019. Url: https://ceur-ws.org/Vol-2456/paper38.pdf.