I manage a research group on Neuro-Symbolic AI & Reasoning at IBM Research Lab, Bangalore, India. My group focuses on fundamental as well as applied research in the areas of Neuro-Symbolic AI, NLP, Semantic Parsing, Machine Reasoning, Automated Question Answering, Knowledge Graphs, Knowledge Representation, Deep Learning, Embedding Techniques, AI4Code, etc. I am also holding an adjunct faculty position at Yardi School of Artificial Intelligence (ScAI) at Indian Institute of Technology (IIT) Delhi. In the past, I have worked at IIT Gandhinagar as an Associate Professor in the discipline of Computer Science & Engineering. I received my Ph.D. and M.Sc. (Engg.) degrees in Computer Science from Indian Institute of Science (IISc), Bangalore. LLMs are Brittle to Simple Code Transformations: Introducing CETBench – A Benchmark for Code-Equivalence Checking Neeva Oza Ishaan Govil et al. 2026 ACL 2026 Paper LLMs are Brittle to Simple Code Transformations: Introducing CETBench – A Benchmark for Code-Equivalence Checking Neeva Oza Ishaan Govil et al. Enterprise-Scale COBOL-to-Java Translation: LLMs Augmented with Program Analysis Venkatesan Chakravarthy Anamitra R. Choudhury et al. 2026 ICSE 2026 Conference paper Enterprise-Scale COBOL-to-Java Translation: LLMs Augmented with Program Analysis Venkatesan Chakravarthy Anamitra R. Choudhury et al. Venkatesan Chakravarthy Anamitra R. Choudhury FILL IN THE BLANK: EXPLORING AND ENHANCING LLM CAPABILITIES FOR BACKWARD REASONING IN MATH WORD PROBLEMS Aniruddha Deb Neeva Oza et al. 2024 ACL 2024 Workshop paper FILL IN THE BLANK: EXPLORING AND ENHANCING LLM CAPABILITIES FOR BACKWARD REASONING IN MATH WORD PROBLEMS Aniruddha Deb Neeva Oza et al. Read between the lines - Functionality Extraction From READMEs Prince Kumar Srikanth Tamilselvam et al. 2024 NAACL 2024 Paper Read between the lines - Functionality Extraction From READMEs Prince Kumar Srikanth Tamilselvam et al. Srikanth Tamilselvam AI4Code Srikanth Tamilselvam Dinesh Khandelwal et al. 2022 ACML 2022 Tutorial Srikanth Tamilselvam Dinesh Khandelwal et al. Srikanth Tamilselvam Dinesh Khandelwal Sygma: System for generalizable modular question answering over knowledge bases Sumit Neelam Udit Sharma et al. 2022 EMNLP 2022 Paper Sygma: System for generalizable modular question answering over knowledge bases Sumit Neelam Udit Sharma et al. Image Manipulation via Neuro-Symbolic Networks Harman Singh Poorva Garg et al. 2022 NeurIPS 2022 Workshop paper Image Manipulation via Neuro-Symbolic Networks Harman Singh Poorva Garg et al. Leveraging Abstract Meaning Representation for Knowledge Base Question Answering Pavan Kapanipathi Ibrahim Abdelaziz et al. 2021 ACL-IJCNLP 2021 Paper Leveraging Abstract Meaning Representation for Knowledge Base Question Answering Pavan Kapanipathi Ibrahim Abdelaziz et al. Pavan Kapanipathi Ibrahim Abdelaziz ACL-IJCNLP 2021 Inductive Quantum Embedding Santosh Kumar Srivastava Dinesh Khandelwal et al. 2020 NeurIPS 2020 Conference paper Inductive Quantum Embedding Santosh Kumar Srivastava Dinesh Khandelwal et al.

Santosh Kumar Srivastava Dinesh Khandelwal Entity and Relation Linking is All You Need for KGQA Sukannya Purkayatha Saswati Dana et al. 2020 NeurIPS 2020 Workshop paper Entity and Relation Linking is All You Need for KGQA Sukannya Purkayatha Saswati Dana et al. Sukannya Purkayatha 21 Jul 2026 IN 12688025 Actor-critique Code-to-code Translation Actor-critique Code-to-code Translation 30 Jun 2026 IN 12670218 Rules-based Schema-linking Rules-based Schema-linking 17 Jun 2024 US 12013884 Knowledge Graph Question Answering With Neural Machine Translation Knowledge Graph Question Answering With Neural Machine Translation 10 Jun 2024 US 12008000 Automated Fact Checking Using Iterative Knowledge Base Querying Automated Fact Checking Using Iterative Knowledge Base Querying 03 Jun 2024 US 12001794 Zero-shot Entity Linking Based On Symbolic Information Zero-shot Entity Linking Based On Symbolic Information 08 Jan 2024 US 11868716 Knowledge Base Question Answering Knowledge Base Question Answering 11 Sep 2023 US 11758010 Transforming An Application Into A Microservice Architecture Transforming An Application Into A Microservice Architecture 14 Nov 2022 US 11501115 Explaining Cross Domain Model Predictions Explaining Cross Domain Model Predictions 15 Aug 2022 US 11416877 Extracting Product Drag Effect From Transaction Records Extracting Product Drag Effect From Transaction Records 13 Apr 2020 US 10621517 Reverse Auction Based Pull Model Framework For Workload Allocation Problems In It Service Delivery Industry Reverse Auction Based Pull Model Framework For Workload Allocation Problems In It Service Delivery Industry Code Translation An effort to translate code between programming languages with AI Code Translation An effort to translate code between programming languages with AI AI, you have a lot of explaining to do Release Dinesh Garg, Parag Singla, Dinesh Khandelwal, Shourya Aggarwal, Divyanshu Mandowara, and Vishwajeet Agrawal 02 Aug 2021 5 minute read Explainable AI Generative AI Knowledge and Reasoning Natural Language Processing Neuro-symbolic AI Trustworthy AI AI, you have a lot of explaining to do Knowledge and Reasoning Natural Language Processing Neuro-symbolic AI Top collaborators Dinesh Khandelwal