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 *)
2024

• Ahatsham Hayat* and Mohammad Rashedul Hasan, A Context-Aware Approach for Enhancing Data Imputation with Pre-trained Language Models, the 31st International Conference on Computational Linguistics (COLING 2025).
• Ahatsham Hayat*, Bilal Khan, and Mohammad Rashedul Hasan, Leveraging Language Models for Analyzing Experiential Time-Series Data in Education, the 2024 International Conference on Machine Learning and Applications (ICMLA) (acceptance rate: 24.3%).
• Ahatsham Hayat*, Bilal Khan, and Mohammad Rashedul Hasan, Enhancing Transfer Learning for Early Forecasting of Academic Performance by Contextualizing Language Models, the 19th NAACL (North American Chapter of the Association for Computational Linguistics) Workshop on Innovative Use of NLP for Building Educational Applications.
• Ahatsham Hayat*, Sharif Wayne Akil*, Helen Martinez*, Bilal Khan, and Mohammad Rashedul Hasan, Enhancing Zero-Shot Learning of Large Language Models for Early Forecasting of STEM Performance, The 2024 ASEE (American Society for Engineering Education) Annual Conference.

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.