| 2025 | COMSNETS | Quantum-Inspired Learning with Hybrid DPD Cost Function and Robust SVD for Noisy Scenarios. | Subhadeep Mondal, M. Saravanan, Abhik Ghosh |
| 2025 | COMSNETS | FedLabeling: A Federated Framework for Handling Noisy Labeled Data for Efficient Alarm Detection. | Satheesh K. Perepu, M. Saravanan |
| 2025 | COMSNETS | Incidence Detection and Communication with Intelligent Transport Network Digital Twin. | M. Saravanan, Ahmet Cihat Baktir |
| 2025 | NetSoft | Energy Efficient Models for Future Communication Networks. | M. Saravanan, Peter Haga, Jawahar A S |
| 2024 | DCOSS | Optimizing UAV Base Station Positioning through Quantum-Inspired Solution Workflow. | M. Saravanan, Viswanath Pathmanaban |
| 2023 | COMSNETS | Understanding Network Nodal Points for Emergency Services. | M. Saravanan, V. Rajagopalan, Divya Sachdeva |
| 2022 | COMSNETS | Optimize Next State Prediction in Safe RL for 5G Ecosystem. | Satheesh K. Perepu, M. Saravanan |
| 2022 | HIS | Optimized Load Balancing and Routing Using Machine Learning Approach in Intelligent Transportation Systems: A Survey. | M. Saravanan, R. Devi Priya, K. Sakthivel, J. G. Sujith, A. Saminathan, S. Vijesh |
| 2022 | HIS | Accident Prediction in Smart Vehicle Urban City Communication Using Machine Learning Algorithm. | M. Saravanan, K. Sakthivel, J. G. Sujith, A. Saminathan, S. Vijesh |
| 2022 | UIC | Enabling Network Digital Twin to improve QoS Performance in Communication Networks. | M. Saravanan, P. Satheesh Kumar, Adhesh Reghu Kumar |
| 2021 | COMAD | Intelligent Question Answering using Knowledge Representation for Managed Services. | M. Saravanan, Satheesh K. Perepu |
| 2016 | DATA | Dimensioning and Optimizing TaaS for Improved Performance in Telecom System with Text Analytics Features. | M. Saravanan, Harivadhana Ravi |
| 2014 | DATA | A Component-based Approach to Realize Order Placement and Processing in MSMEs. | M. Saravanan, J. Venkatesh |
| 2014 | DSAA | Exploring new privacy approaches in a scalable classification framework. | M. Saravanan, A. M. Thoufeeq, S. Akshaya, V. L. Jayasre Manchari |
| 2012 | ADMA | A Graph-Based Churn Prediction Model for Mobile Telecom Networks. | M. Saravanan, G. S. Vijay Raajaa |
| 2012 | DATA | Graph-based Campaign Amplification in Telecom Cloud. | M. Saravanan, Sandeep Akhouri, Loganath Thamizharasu |
| 2012 | DATA | Ontology-engineered MSME Framework. | M. Saravanan, M. Amirtha Varshini, Brindha S. |
| 2011 | FlAIRS | Evolutionary Churn Prediction in Mobile Networks Using Hybrid Learning. | V. Yeshwanth, V. Vimal Raj, M. Saravanan |
| 2011 | PAKDD | Usage of Mobile Phones for Personalized Healthcare Solutions. | M. Saravanan, S. Shanthi, S. Shalini |
| 2010 | ISDA | Automatic extraction and intelligent searching on a mobile platform. | S. Archana, R. Iswaryaa, M. Saravanan, Garigipati Prasad |
| 2008 | IJCNLP | Automatic Identification of Rhetorical Roles using Conditional Random Fields for Legal Document Summarization. | M. Saravanan, Balaraman Ravindran, S. Raman |
| 2007 | JURIX | Using Legal Ontology for Query Enhancement in Generating a Document Summary. | M. Saravanan, Balaraman Ravindran, S. Raman |
| 2006 | JURIX | Improving Legal Document Summarization Using Graphical Models. | M. Saravanan, Balaraman Ravindran, S. Raman |