Published

2026

1. ICDCN

   Near Real Time Detection of APT Attack in Industrial IoT Environment

   Bidya Sahu, Suman Chowdhury, and Rajesh P. Barnwal

   In Proceedings of the 27th International Conference on Distributed Computing and Networking, 2026

   Bib

   @inproceedings{sahu2026near,
     title = {Near Real Time Detection of APT Attack in Industrial IoT Environment},
     author = {Sahu, Bidya and Chowdhury, Suman and Barnwal, Rajesh P.},
     booktitle = {Proceedings of the 27th International Conference on Distributed Computing and Networking},
     pages = {148--152},
     year = {2026}
   }

2025

1. CODS-COMAD

   Real-Time Vision-based Scene Classification for Adaptive Behavior in Autonomous Mobile Robots

   Suman Chowdhury, Yahya Farooq, and Rajesh P. Barnwal

   In Proceedings of the 8th International Conference on Data Science and Management of Data (12th ACM IKDD CODS and 30th COMAD), 2025

   Bib

   @inproceedings{chowdhury2025real,
     title = {Real-Time Vision-based Scene Classification for Adaptive Behavior in Autonomous Mobile Robots},
     author = {Chowdhury, Suman and Farooq, Yahya and Barnwal, Rajesh P.},
     booktitle = {Proceedings of the 8th International Conference on Data Science and Management of Data (12th ACM IKDD CODS and 30th COMAD)},
     year = {2025},
     doi = {10.1145/3703323.3704270},
     publisher = {ACM}
   }

2024

1. CALCON

   Study on the Efficacy of GPT Double Heads Model for Question-Answering in Bengali

   Koustav Chakraborty, Suman Chowdhury, and Rajesh P. Barnwal

   In 2024 IEEE Calcutta Conference (CALCON), 2024

   Bib

   @inproceedings{chakraborty2024study,
     title = {Study on the Efficacy of GPT Double Heads Model for Question-Answering in Bengali},
     author = {Chakraborty, Koustav and Chowdhury, Suman and Barnwal, Rajesh P.},
     booktitle = {2024 IEEE Calcutta Conference (CALCON)},
     pages = {1--5},
     year = {2024},
     publisher = {IEEE}
   }

Under Review

1. R-AL

   IDD-ER: A Diagnostic Dataset for Relational Event Reasoning in Unstructured Driving Scenes for Autonomous Agents

   Suman Chowdhury, Apoorv Sisodia, Prerana Mukerjee, and 1 more author

   IEEE Robotics and Automation Letters (IEEE R-AL),

   Manuscript under review

   Bib

   @article{chowdhuryidder,
     title = {IDD-ER: A Diagnostic Dataset for Relational Event Reasoning in Unstructured Driving Scenes for Autonomous Agents},
     author = {Chowdhury, Suman and Sisodia, Apoorv and Mukerjee, Prerana and Barnwal, Rajesh P.},
     journal = {IEEE Robotics and Automation Letters (IEEE R-AL)},
     note = {Manuscript under review}
   }

2. T-ITS

   GraSS: Graph-Guided Semantic Slot Attention for Efficient Multi-Label Activity Recognition in Autonomous Driving

   Suman Chowdhury, Prerana Mukerjee, and Rajesh P. Barnwal

   IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS),

   Manuscript under review

   Bib

   @article{chowdhurygrass,
     title = {GraSS: Graph-Guided Semantic Slot Attention for Efficient Multi-Label Activity Recognition in Autonomous Driving},
     author = {Chowdhury, Suman and Mukerjee, Prerana and Barnwal, Rajesh P.},
     journal = {IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS)},
     note = {Manuscript under review}
   }

3. CSUR

   Vision-Based High-Level Road Scene Understanding for Autonomous Vehicles: State of the Art, Challenges, and Future Directions

   Suman Chowdhury, Prerana Mukerjee, and Rajesh P. Barnwal

   ACM Computing Surveys (ACM CSUR),

   Manuscript under review

   Bib

   @article{chowdhurysurvey,
     title = {Vision-Based High-Level Road Scene Understanding for Autonomous Vehicles: State of the Art, Challenges, and Future Directions},
     author = {Chowdhury, Suman and Mukerjee, Prerana and Barnwal, Rajesh P.},
     journal = {ACM Computing Surveys (ACM CSUR)},
     note = {Manuscript under review}
   }