Publications and Patents

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Journal Papers

• J. Chhabra, K. Sama, J. Deshmukh, and S. Srinivasa. “Evaluating computational models of ethics for autonomous decision making”. In: AI and Ethics 2024 (Aug. 2024), pp. 1–14. issn: 2730-5961. https://doi.org/10.1007/s43681-024-00532-4 [pdf]

• J. Deshmukh and S. Srinivasa (2022) Computational Transcendence: Responsibility and Agency. Front. Robot. AI 9:977303. doi: 10.3389/frobt.2022.977303

• J. Deshmukh and S. Srinivasa, “Cooperation and the Globalization-Localization Dilemmas,” Complex Systems, 31(1), 2022 pp. 59–85. https://doi.org/10.25088/ComplexSystems.31.1.59 (pdf)

• J. Deshmukh, S. Srinivasa and S. Mandyam, “What Keeps a Vibrant Population Together?,” Complex Systems, 30(3), 2021 pp. 347–373. https://doi.org/10.25088/ComplexSystems.30.3.347 (pdf)

Book Chapters

• S. Srinivasa and J. Deshmukh. “The Evolution of Computational Agency.” Novel Approaches to Information Systems Design. IGI Global, 2020. 1-19. ISBN13: 9781799829751 (link)

Conference Publications

• Deshmukh, J., Liang, Z., Yazdanpanah, V., Stein, S., and Ramchurn, S.D. “Serious Games for Ethical Preference Elicitation”. In: Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2025 demonstration track, to appear). Detroit, USA, 2025. 

• J. Chhabra, J. Deshmukh, A. Malavalli, K. Sama and S. Srinivasa. Modelling the Dynamics of Identity and Fairness in Allocation Game. 25th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2024), Kyoto, Japan. 

• Deshmukh, J., Yazdanpanah, V., Stein, S., & Norman, T. Ethical alignment in citizen-centric AI. The Pacific Rim International Conference on Artificial Intelligence 2024 (PRICAI'24), Kyoto, Japan. (link)

• J. Chhabra, J. Deshmukh and S. Srinivasa. 2024. Modelling the Dynamics of Subjective Identity in Allocation Games. In Proceedings of the 2024 International Conference on Autonomous Agents and Multiagent Systems (AAMAS ’24). (link)

• K. Sama, J. Deshmukh and S. Srinivasa. 2024. Social Identities and Responsible Agency. In Proceedings of the 2024 International Conference on Autonomous Agents and Multiagent Systems (AAMAS ’24). (link)

• J. Deshmukh, N. Adivi, and S. Srinivasa. “Resolving the Dilemma of Responsibility in Multi-Agent Flow Networks”. In: Advances in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection: 21st International Conference, PAAMS 2023, Guimaraes, Portugal, July 12–14, 2023, Proceedings. Springer. 2023. 

• J. Chhabra, K. Sama, J. Deshmukh, and S. Srinivasa. “When Extrinsic Payoffs meet Intrinsic Expectations”. In: Advances in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection: 21st International Conference, PAAMS 2023, Guimaraes, Portugal, July 12–14, 2023, Proceedings. Springer. 2023.

• J. Deshmukh, Emergent Responsible Autonomy in Multi-Agent Systems. AAMAS 2023 Doctoral Consortium

• J. Deshmukh, N. Adivi and S. Srinivasa. Modeling Application Scenarios for Responsible Autonomy using Computational Transcendence. AAMAS 2023

• S. Srinivasa, J. Deshmukh. "Legitimate Open-ended Dissemination of Personal Information", International Semantic Intelligence Conference (ISIC) 2021, New Delhi, India, February 25-27, 2021 (pdf)

• J. Deshmukh, R.P. Subbanarasimha, P. Bassin, V.S. Bitra, S. Srinivasa and A. Sharma. "An Interactive Simulator for COVID-19 Trend Analysis", Demo paper at ACM India Joint International Conference on Data Science and Management of Data (CODS-COMAD) 2021, Bangalore, India, January 2-4, 2021. (link)(video)

• G. Koley, J. Deshmukh, S. Srinivasa. "Social Capital as Engagement and Belief Revision", Social Informatics – 12th International Conference, SocInfo 2020, Pisa, Italy, October 5–9, 2020. (Best Paper Award) (link)

• J. Deshmukh, K. Annervaz, and S. Sengupta, “A sequence modeling approach for structured data extraction from unstructured text,” in Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5), 2019, pp. 57-66. (pdf, slides)

• J. Deshmukh, K. Annervaz, S. Podder, S. Sengupta, N. Dubash, et al., “Towards accurate duplicate bug retrieval using deep learning techniques” in Software Maintenance and Evolution (ICSME), 2017 IEEE International Conference on, IEEE, 2017, pp. 115–124. (link, pdf)

• J. Deshmukh, K. Annervaz, S. Sengupta, and N. Pathak, “Livedoc: Showing contextual information using topic modeling techniques” in Machine Learning and Data Mining in Pattern Recognition, Springer, 2016, pp. 468–482. (link)

• J. Deshmukh and S. Srinivasa, “Evolution of cooperation under entrenchment effects” in Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, International Foundation for Autonomous Agents and Multiagent Systems, 2015, pp. 1717–1718. (link, pdf)

• J. N. Khasnabish, M. Sodhi, J. Deshmukh, and G. Srinivasaraghavan, “Detecting programming language from source code using bayesian learning techniques” in International Workshop on Machine Learning and Data Mining in Pattern Recognition, Springer, 2014, pp. 513–522. (link)

•  S. Srinivasa, S. V. Agrawal, C. Jog, and J. Deshmukh, “Characterizing utilitarian aggregation of open knowledge” in Proceedings of the 1st IKDD Conference on Data Sciences, ACM, 2014, pp. 1–11. (link)

• S. Agrawal, J. Deshmukh, S. Srinivasa, C. Jog, K. Bhavaani, and R. Dhek, “A survey of indian open data” in Proceedings of the 5th IBM Collaborative Academia Research Exchange Workshop, ACM, 2013, p. 2. (link)

Pre-prints

• K. Sama, J. Deshmukh, S. Srinivasa. 2024. Transcending To Notions. Preprint. https://arxiv.org/abs/2401.12159 [link]

• J. Chhabra, J. Deshmukh, S. Srinivasa. 2024. Modelling the Dynamics of Identity and Fairness in Ultimatum Game. Preprint. https://arxiv.org/abs/2401.11881 [link]

• B. Ayappane, R. Vaidyanathan, S. Srinivasa, J. Deshmukh. Extensible Consent Management Architectures for Data Trusts. arXiv:2309.16789 [link]

• J. Chhabra, K. Sama, J. Deshmukh, S. Srinivasa. Comparative Modeling of Ethical Constructs in Autonomous Decision Making. TechRxiv. Preprint. https://doi.org/10.36227/techrxiv.21802302.v1 [link]

• S. Srinivasa and J. Deshmukh. "AI and the Sense of Self." arXiv:2201.05576 [link]

• S. Srinivasa and J. Deshmukh. "Paradigms of Computational Agency." arXiv:2112.05575 [link]

Patents

• System and Method for Transforming Unstructured Text to Structured Form, US Patent Application Number 16428320 , Publication date 2020/12/03, Status: Granted 12/10/2021 (link)

• Duplicate and similar bug report detection and retrieval using Neural Networks, US Patent Application Number 15845669, Publication date 2018/6/21, Status: Granted 07/07/2020 (link)

• Real time organization pulse gathering and analysis using machine learning and artificial intelligence, US Patent Application Number 15185869, Publication date 2017/7/6, Status: Pending (link)

Responses

• Responsible AI UK. (2024) Responsible AI Governance: A Response to UN Interim Report on Governing AI for Humanity. DOI: https://doi.org/10.5258/SOTON/PP0057

Reports

• Data Study Group Team. (2024). Data Study Group Final Report: Theyr - Using Explainable AI to Improve User Trust and Adoption in Maritime Routing (Version 1). The Alan Turing Institute. https://doi.org/10.5281/zenodo.14138274

Professional Service

Program Committee: 

• PRIMA 2025, ECAI 2025, ECAI-DC 2025, C-MAS 2025, OptLearnMAS 2025, CLEAR-AI 2025

• ECAI 2024, PRIMA2024, ADCOM 2024, ECAI-DC 2024, VALE track of VECOMP 2024, C-MAS 2024

• WSDC 2021

Journal Reviewer: Automated Software Engineering, Journal of Systems and Software, SoftwareX, Sadhana

Sub-reviewer: Robotics and Autonomous Systems, KDD 2025, WebSci 2025, WebSci 2023, UDS 2020

Student Volunteer: AAMAS 2023

Webmaster: BDA 2013