Publications

Books

• Mohammad Rashedul Hasan, Backpropagation in the Wonderland of Deep Learning (manuscript in preparation).
• Mohammad Rashedul Hasan, A Context-Aware Convention Formation Framework for Large-Scale Dynamic Networks, VDM Verlag Dr.Muller Aktiengesellschaft & Co. KG Dudweiler Landstr. 99, 66123 Saarbrucken, Germany, 2009.

Journal Articles

(Student Advisees are marked with *)

2023

• Mohammad Rashedul Hasan and Bilal Khan, AI-based interventions for improving undergraduate STEM learning, PLoS One, 2023.

2022

• I-an Huang*, Di Mei*, Anita Raja, Mohammad Rashedul Hasan, and Ana L. C. Bazzan, Traffic Optimization Using a Coordinated Route Updating Mechanism, Journal of Intelligent Transportation Systems: Technology, Planning, and Operations, 2022.

2021

• Atharva Tendle* and Mohammad Rashedul Hasan, A Study of the Generalizability of Self-Supervised Representations, Journal of Machine Learning With Applications, pp 1-19, 2021, Elsevier.

2018

• Mohammad Rashedul Hasan, Anita Raja, and Ana L. C. Bazzan, A Context-Aware Convention Formation Framework for Large-Scale Dynamic Networks, Journal of Autonomous Agents and multi agent Systems, pp 1-34, https://doi.org/10.1007/s10458-018-9397-9 (2018)

2012

• Nayeema Sadeque*, Neva Agarwala*, and Mohammad Rashedul Hasan, An Adaptive Clustering Scheme for Mobile Ad-Hoc Networks , International Journal of Computer Applications , 47(1), pp. 50-56, 2012.

Conference and Workshop Papers

(Student Advisees are marked with *)

2023

• Ahatsham Hayat* and Mohammad Rashedul Hasan, The Power of Personalization and Contextualization: Early Student Performance Forecasting with Language Models, The 2023 NeurIPS (Neural Information Processing Systems) Workshop on Generative AI for Education (GAIED).
• Mohammad Rashedul Hasan and Bilal Khan, A Trajectory-Clustering Framework for Assessing AI-based Adaptive Interventions in Undergraduate STEM Learning, The 2023 ASEE (American Society for Engineering Education) Annual Conference.

2022

• Atharva Tendle*, Andrew Little, Stephen Scott, and Mohammad Rashedul Hasan, Self-Supervised Learning in the Twilight of Noisy Real-World Datasets, The 21st IEEE International Conference on Machine Learning and Applications (ICMLA).

2021

• Mohammad Rashedul Hasan, How to Churn Deep Contextual Models? The 20th IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 21), 226 - 233, December (2021)
• Yuanzhi Chen* and Mohammad Rashedul Hasan, Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning, In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics (EMNLP 21), 6000-6017, November (2021)

2019

• Mohammad Rashedul Hasan and Mohamed Aly*, Get More From Less: A Hybrid Machine Learning Framework for Improving Early Predictions in STEM Education , The 6th Annual Conf. on Computational Science and Computational Intelligence, CSCI 2019, pp. 826-831.
• Mohamed Aly* & Mohammad Rashedul Hasan, Improving STEM Performance by Leveraging Machine Learning Models , FECS'19 - The 15th Int'l Conf on Frontiers in Education: Computer Science and Computer Engineering.
• Mohammad Rashedul Hasan, Towards a "Master Algorithm" for Forming Faster Conventions On Various Networks , Proceedings of the Eighteenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019).
• Mohammad Rashedul Hasan, Anita Raja, and Ana L. C. Bazzan, A Context-Aware Convention Formation Framework for Large-Scale Dynamic Networks , Proceedings of the Eighteenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019)

2016

• Mohammad Rashedul Hasan, Ana L. C. Bazzan, Eliyahu Friedman*, and Anita Raja, A Multiagent Solution to Overcome Selfish Routing in Transportation Networks , Proceedings of the 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC) , pp. 1850-1855, November, (2016).
• Anita Raja, Mohammad Rashedul Hasan, Robert Flowe, and Brendan Fernes, Modeling Uncertainty and Its Implications in Complex Interdependent Networks , Proceedings of Naval Postgraduate Schools 13th Annual Acquisition Research Symposium, pp. 94-113, May, 2016.

2015

• Mohammad Rashedul Hasan and Anita Raja, Establishing Cooperation in Highly-Connected Networks Using Altruistic Agents , Proceedings of the 2015 IEEE/ WIC/ ACM International Conference on Intelligent Agent Technology (IAT-2015), Vol. 2, pp. 112-119, December 2015.
• Mohammad Rashedul Hasan, Anita Raja, and Ana L. C. Bazzan, Fast Convention Formation in Dynamic Networks Using Topological Knowledge , Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, pp. 2067-2073, January 2015.

2014

• Mohammad Rashedul Hasan, Communication Convention Formation in Large Multiagent Systems , Proceedings of the Thirteenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014), pp. 1747-1748, May 2014.
• Mohammad Rashedul Hasan, Sherief Abdallah, and Anita Raja, Topology Aware Convention Emergence , Proceedings of the Thirteenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014), pp. 1593-1594, May 2014.

2013

• Mohammad Rashedul Hasan and Anita Raja, Emergence of Cooperation using Commitments and Complex Network Dynamics , Proceedings of the 2013 IEEE/ WIC/ ACM International Conference on Intelligent Agent Technology (IAT-2013), Vol. 2, pp. 345-352, November 2013.
• Mohammad Rashedul Hasan, Mohamed Shehab, and Ali Noorollahiravari, Game Theoretic Approach for User Migration in Distributed Social Networks, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013), pp. 28-32, August 2013.
• Mohammad Rashedul Hasan, M. A. Rony*, S. A. Chowdhury*, and M. A. Rizwan*, A self adaptive super peer based topology for unstructured P2P system, EUROCON, 2013 IEEE, pp. 218-225, July 2013.
• Mohammad Rashedul Hasan and Anita Raja, The Role of Complex Network Dynamics in the Emergence of Multiagent Coalition, Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, pp. 1615-1616, July 2013.
• Mohammad Rashedul Hasan and Anita Raja, Emergence of Multiagent Coalition by Leveraging Complex Network Dynamics, Proceedings of AAMAS 2013 Fifth International Workshop on Emergent Intelligence on Networked Agents (WEIN'13), pp. 9-23, May 2013.
• Mohammad Rashedul Hasan and Anita Raja, Emergence of Privacy Conventions in Online Social Networks, Proceedings of the Twelfth International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2013) pp. 1433-1434, May 2013.
• Anita Raja, Mohammad Rashedul Hasan, Shalini Rajanna, and Ansaf Salleb-Aoussi, Leveraging Structural Characteristics of Interdependent Networks to Model Nonlinear Cascading Risks, Proceedings of Naval Postgraduate Schools 10th Annual Acquisition Research Symposium, pp. 137-152, May 2013.

2012

• Anita Raja, Mohammad Rashedul Hasan, and Maureen Brown, Facilitating Decision Choices with Cascading Consequences in Interdependent Networks, Proceedings of Naval Postgraduate Schools 9th Annual Acquisition Research Symposium, pp. 137-152, May 2012.
• Anika Binte Kasem*, Amatus Samiu binte Awal*, and Mohammad Rashedul Hasan, Interference mitigation in coexisting bluetooth and WLAN network using power efficiency method, Proceedings of 2012 International Conference on Computer, Information and Telecommunication Systems (CITS), pp. 1-5, May 2012.

2011

• Monami Hassan*, Syed Ashfaqur Rahman*, Kazi Mehedi Hasan*, and Mohammad Rashedul Hasan, Rate adaptive MAC protocol for wireless ad hoc networks, Proceedings of Research and Development (SCOReD) 2011 IEEE Student Conference, pp. 454-458, December 2011.
• Kazi Mehedi Hasan*, Montasir Farhan*, and Mohammad Rashedul Hasan, Gateway placement and adaptive overlay in backhaul wireless mesh network, Proceedings of the 17th Asia-Pacific Conference on Communications (APCC), pp. 609-614, October 2011.
• M.M. Bhuiyan*, S.M. Salim*, and Mohammad Rashedul Hasan, Density aware broadcasting scheme for VANET, Proceedings of the 17th Asia-Pacific Conference on Communications (APCC), pp. 467-471, October 2011.
• M.S. Mishkat-Ul-Masabih*, M.S. Alam*, and Mohammad Rashedul Hasan, Adaptive relay selection scheme using hybrid forwarding protocol, Proceedings of ICT Convergence (ICTC) 2011 International Conference, pp. 46-51, September 2011.

2005

• Mohammad Rashedul Hasan, Towards the development of Bangladesh through ICT: Through the Indian "Information Village Centre" perspective, Proceedings of Business and Government in Bangladesh in the 21st Century conference, arranged by the Department of management, Monash University (Melbourne), November 2005.