Journal Articles
- Suman Saha, Jonathan Cui, David Antonio Araujo and Md Faisal Kabir, 2024, "CS-Mixer: A Cross-Scale Vision Multi-Layer Perceptron with Spatial–Channel Mixing", IEEE Transactions on Artificial Intelligence
- Suman Saha, Nicolas Palix, Gael Thomas, Christophe Calvès, Gilles Muller and Julia Lawall, 2014, "Faults in linux 2.6", ACM Transactions on Computer Systems (TOCS), 32, (2), pp. 40
- Suman Saha, Julia Lawall and Gilles Muller, 2011, "Finding Resource-Release Omission Faults in Linux", ACM SIGOPS Operating Systems Review (OSR), pp. 5-9
- Suman Saha, 2009, "Consideration points detecting cross-site scripting", International Journal of Computer Science and Information Security
Conference Proceedings
- Suman Saha, Mahfuza Farooque, Vincent Fakiyesi and Srujan R Singareddy, 2026, "WIP: Examining Feedback Generation in Adaptive Conversational Learning Systems", Frontiers in Education (FIE), United States
- Suman Saha, Mahfuza Farooque, Vincent Fakiyesi and Onil Morshed, 2026, "WIP: A Design Reference for Using Generative AI to Support Adaptive Learning in Engineering Education.", Frontiers in Education (FIE), United States
- Ronny Bazan-Antequera, Pattarapong Ramungthong and Suman Saha, 2026, "MCP-Based LLM Agents for Autonomous Active Directory Penetration Testing", IEEE International Conference on Intelligent Systems and Interdisciplinary Applications (ISAIA), United States
- Suman Saha, Sinjoy Saha, Mahfuza Farooque and Wenpeng Yin, 2026, "Reference-Free Schema Generation for Literature Review Tables via Multi-Faceted Rewards", ACL Student Research Workshop
- Suman Saha, Vincent Fakiyesi and Onil Morshed, 2026, "A Scoping Review of Adaptive Learning Systems in Engineering Education", American Society for Engineering Education (ASEE) Annual Conference & Exposition, United States
- Suman Saha, Vincent Fakiyesi and Onil Morshed, 2026, "Personalization Strategies in Large Language Model-Based Educational Systems: A Scoping Review", American Society for Engineering Education (ASEE) Annual Conference & Exposition, United States
- Suman Saha, Veer Amish Shah, Nikhil Khattar, Sinjoy Saha and Mahfuza Farooque, 2026, "Designing Guided AI Systems to Foster Problem-Solving and Reflection in Computing Education.", American Society for Engineering Education (ASEE) Annual Conference & Exposition, United States
- Suman Saha, Hayden Moore and Mahfuza Farooque, 2026, "A Pilot Benchmark for NL-to-FOL Translation in Planetary Exploration", The 1st Workshop on Perceptual Challenges for Planetary Exploration, IEEE International Conference on Robotics and Automation (ICRA)
- Suman Saha and Suryansh Singh Sijwali, 2026, "Partial-Credit RL for Reliable Code Generation with Small Language Models (WIP)", Proceedings of the 2026 SIGPLAN/SIGBED conference on Languages, compilers and tools for embedded systems
- Suman Saha, Saiyada Uroosha Shahnawaz and Mahfuza Farooque, 2026, "Query-Driven AI-Generated Microlearning Videos in STEM Course", IEEE International Conference on Emerging Technologies for STEM Education (ISEC), United States
- Suman Saha, Wyatt Peter Petula, Anushcka Joshi, Peggy Tu and Amrutha Somasundar, 2026, "DeliverC: Teaching Pointers through GenAI-Powered Game-Based Learning", 57th ACM Technical Symposium on Computer Science Education (SIGCSE)
- Suman Saha and Mahfuza Farooque, 2025, "Enhancing Student Engagement Through Example-Based Short Videos.", Frontiers in Education (FIE), United States
- Suman Saha, Mahfuza Farooque, Farhan Sadique and Susan Yelich Biniecki, 2025, "WIP: Bridging the Gap: Faculty Perspectives on Microlearning Implementation in Engineering and Computing Education.", Frontiers in Education (FIE), United States
- Suman Saha, Parth Agarwal, Sangaa Chatterjee and Md Faisal Kabir, 2025, "Explainable Gait Abnormality Detection Using Dual-Dataset CNN-LSTM Models", 24th International Conference on Machine Learning and Application
- Suman Saha, Suryansh Singh Sijwali, Angela Marie Colom and Anbi Guo, 2025, "Fixing Performance Bugs Through LLM Explanations", IEEE AITest Conference, pp. 102-109
- Suman Saha, Fatemeh Rahbari, Farhan Sadique, Mahfuza Farooque, William Joseph Rothwell and Sri Krishna Chaitanya Velamakanni, 2025, "Next-Gen Education: Enhancing AI for Microlearning.", American Society for Engineering Education (ASEE) Annual Conference & Exposition, United States
- Suman Saha and Sri Krishna Chaitanya Velamakanni, 2025, "Snackable Study: Boosting Micro-learning with Bite-Size Videos.", American Society for Engineering Education (ASEE) Annual Conference & Exposition
- Suman Saha, Dennis Miczek and Divyesh Gabbireddy, 2025, "Leveraging LLM to Strengthen ML- Based Cross-Site Scripting", Wireless Security and Machine Learning (WiseML)
- Arian Azmoudeh and Suman Saha, 2024, "Stock Price Trend Prediction using Machine Learning and Sentiment Analysis", International Conference on Social and Education Sciences (ICHES)
- Mahfuza Farooque, Arya Deepak Keni and Suman Saha, 2023, "Predicting Boolean Satisfiability Using Graphical Neural Network", International Conference on Life Sciences, Engineering, and Technology (ILSET)
- Suman Saha, Jean-Pierre Lozi, Gaël Thomas, Julia L Lawall and Gilles Muller, 2013, "Hector: Detecting resource-release omission faults in error-handling code for systems software", 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), IEEE
- Suman Saha, Shizhen Jin and Kyung-Goo Doh, 2012, "Detection of DOM-based Cross-Site Scripting by Analyzing Dynamically Extracted Scripts", The 6th International Conference on Information Security and Assurance
- Suman Saha, Julia Lawall and Gilles Muller, 2011, "An approach to improving the structure of error-handling code in the Linux kernel", Proceedings of the 2011 SIGPLAN/SIGBED conference on Languages, compilers and tools for embedded systems
- Suman Saha, Nicolas Palix, Gaël Thomas, Christophe Calvès, Julia Lawall and Gilles Muller, 2011, "Faults in Linux: Ten years later", Proceedings of the sixteenth international conference on Architectural support for programming languages and operating systems
