Research Overview
My publications cover a range from theoretical physics, including string theory, to applied AI research. I am particularly focused on deep learning and natural language processing (NLP).
View all publications →
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Recent Updates
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Aug 2025: Invited talk at Workshop on "Advanced NLP with Transformers", HT Media Group
(Recording |
GitHub)
- Apr 2025: Invited talk at Mechanical & Industrial Engineering Department, Indian Institute of Technology Roorkee
- Jan 2025: Invited talk at Department of Computer Science, National Institute of Technology Andhra Pradesh
- Dec 2024: Invited talk at DST workshop on Quantum Physics, Information and Computation, Dayalbagh Educational Institute
- Dec 2024: Keynote Talk at Future Tech Summit'24, AI Research Centre, Woxsen University
- Dec 2024: New paper "Can LLMs faithfully generate their layperson-understandable 'self'?" on arXiv
- Jun 2024: New paper "LaMSUM: A Novel Framework for Extractive Summarization" on arXiv
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Research Areas
Artificial Intelligence & Machine Learning: Large language models, Natural language processing, AI safety and security, Model explainability, AI governance.
Theoretical Physics: Chern-Simons theories, Higher-spin theories, AdS/CFT correspondence, Conformal field theories.
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Research
My research spans from theoretical physics (string theory) to applied artificial intelligence. Currently, I focus on advancing the capabilities of large language models (LLMs) and enhancing their security. I am also conducting research on LLM explainability.
Additionally, I am engaged in AI governance and responsible AI initiatives, focusing on the development and analysis of national and international AI policy frameworks.
For a complete list of my publications, see my Google Scholar profile.
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Can LLMs faithfully generate their layperson-understandable 'self'?: A Case Study in High-Stakes Domains
Arion Das, Asutosh Mishra, Amitesh Patel, Soumilya De, V. Gurucharan,
Kripabandhu Ghosh
2024
arXiv
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LaMSUM: A Novel Framework for Extractive Summarization of User Generated Content using LLMs
Garima Chhikara, Anurag Sharma, V. Gurucharan,
Kripabandhu Ghosh,
Abhijnan Chakraborty
2024
arXiv
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On the higher spin spectrum of Chern-Simons theory coupled to fermions in the large flavour limit
V. Gurucharan,
Shiroman Prakash
Journal of High Energy Physics, 2018
Springer
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On the higher-spin spectrum in large N Chern-Simons vector models
Simone Giombi, V. Gurucharan,
Vladimir Kirilin,
Shiroman Prakash,
Evgeny Skvortsov
Journal of High Energy Physics, 2017
Springer
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On Anomalous Dimensions in Non-Supersymmetric Bifundamental Chern-Simons Theories
V. Gurucharan,
Shiroman Prakash
Journal of High Energy Physics, 2014
Springer
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Professional Services
Reviewer for: NeurIPS, EMNLP, ICML, ICLR, ACL, AISTATS, NAACL, COLING, ICCV, CogSci
Ethics Reviewer: NeurIPS
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Teaching
This section highlights my teaching and educational activities, including courses and invited lectures.
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Courses Taught
All courses listed below were taught at the undergraduate level.
Course Title |
Year |
Credits |
Machine Learning |
2018 |
3 |
Discrete Mathematics |
2017 |
3 |
Numerical Analysis |
2016 |
3 |
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Invited Talks
-
Aug 2025: Talk at Workshop on "Advanced NLP with Transformers", HT Media Group
(Recording |
GitHub)
- Apr 2025: Talk at Mechanical & Industrial Engineering Department, Indian Institute of Technology Roorkee
- Jan 2025: Talk at Department of Computer Science, National Institute of Technology Andhra Pradesh
- Dec 2024: Talk at DST workshop on Quantum Physics, Information and Computation, Dayalbagh Educational Institute
- Dec 2024: Keynote Talk at Future Tech Summit'24, AI Research Centre, Woxsen University
- Jul 2018: Talk on "Large-N Chern-Simons theories", Department of Physics, University of Tsukuba
- Jun 2018: Talk on "Higher spin spectrum of Chern-Simons theory coupled to fermions", Kalvi IPMU, University of Tokyo
- Nov 2017: Talk at International School on Quantum and Nano Computing Systems and Applications (QANSAS), Dayalbagh Educational Institute
- Jun 2017: Talk on "Anomalous dimensions in Chern-Simons theories", Department of Physics, University of California, San Diego
- Nov 2016: Talk on "The Large-N Limit of Quantum Field Theories", International School on Quantum and Nano Computing Systems and Applications (QANSAS)
- Dec 2015: Talk on "Anomalous dimensions in non-supersymmetric bifundamental Chern-Simons theories", National Strings Meeting, Indian Institute of Science Education and Research, Mohali
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Mentorship
I actively mentor graduate students and early-career researchers in AI and theoretical physics. If you're interested in research collaboration or guidance, feel free to reach out.
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Personal Pursuits
This page showcases my pursuits beyond research and teaching, including areas that reflect my intellectual interests and personal commitments.
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Agro-Homeopathy & Natural Farming
Founded the Agro-Homeopathy based Organic Botanical Herbal Garden (AHOBHAG), applying homeopathic principles to agriculture to promote plant health and resilience while practicing natural farming without chemicals. In collaboration with V. Agam, developed a Retrieval-Augmented Generation (RAG)-based, LLM-powered application that provides organic and agro-homeopathic solutions to all plant-related queries. The app is available on Hugging Face.
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Homeopathy & Herbal Medicine
Practicing and studying homeopathy and herbal medicine, exploring natural healing approaches and holistic wellness methods, with publications in Hpathy.
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Go
Enjoying Go, the ancient strategy board game that combines intuition, strategy and pattern recognition.
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Srijanshala
Founded Srijanshala, an EduFun Sunday Camp that engages students in activity-based, personalized learning and Socratic dialogue to foster curiosity, critical thinking and creativity.
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Consciousness
Investigating consciousness through the integration of Indian philosophical traditions, meditation practices and modern cognitive and computational approaches.
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