Publications by Prateek Ganguli

@inproceedings{gupta2026resource-conscious,
  title        = {{Resource-Conscious RL Algorithms for Deep Brain Stimulation}},
  author       = {{Gupta, Arkaprava and Carter, Nicholas and Zellers, William and Ganguli, Prateek and Dietrich, Benedikt and Krishna, Vibhor and Duggirala, Parasara Sridhar and Chakraborty, Samarjit}},
  year         = {2026},
  booktitle    = {{17th International Conference on Cyber-Physical Systems (ICCPS)}},
  pages        = {},
  doi          = {},
}

@inproceedings{ganguli2026scheduling,
  title        = {{Scheduling Control Tasks Using Safety-Guided RL}},
  author       = {{Ganguli, Prateek and Zhu, Tingan and Chakraborty, Samarjit}},
  year         = {2026},
  booktitle    = {{3rd International Conference on Applied Algorithms (ICAA)}},
  pages        = {169--182},
  doi          = {10.1007/978-3-032-15621-1_14},
}

@inproceedings{ganguli2025reducing,
  title        = {{Reducing Cloud Communication Bandwidth in Edge-Cloud Partitioned Neural Networks for CPS}},
  author       = {{Ganguli, Prateek and Zhu, Tingan and Xu, Shengjie and Chakraborty, Samarjit}},
  year         = {2025},
  booktitle    = {{2nd International Conference on Computational Technologies and Electronics (ICCTE)}},
  pages        = {},
  doi          = {},
}

@inproceedings{ganguli2025trading,
  title        = {{Trading Delays with Uncertainty: Controller Design for DNN-based Perception Processing on Edge-Cloud Platforms}},
  author       = {{Ganguli, Prateek and Zhu, Tingan and Wang, Lelin and Gupta, Arkaprava and Xu, Shengjie and Duggirala, Parasara Sridhar and Chakraborty, Samarjit}},
  year         = {2025},
  booktitle    = {{33rd International Conference on Real-Time Networks and Systems (RTNS)}},
  pages        = {},
  doi          = {},
}

@inproceedings{carter2025in-vivo,
  title        = {{In-Vivo Training for Deep Brain Stimulation}},
  author       = {{Carter, Nicholas and Gupta, Arkaprava and Ganguli, Prateek and Dietrich, Benedikt and Krishna, Vibhor and Chakraborty, Samarjit}},
  year         = {2025},
  booktitle    = {{21st International Conference on Body Sensor Networks (BSN)}},
  pages        = {1--4},
  doi          = {10.1109/BSN66969.2025.11337259},
}

@inproceedings{xu2025building,
  title        = {{Building Safe Autonomous Systems using Imperfect Components}},
  author       = {{Xu, Shengjie and Ganguli, Prateek and Zhu, Tingan and Gupta, Arkaprava and Ghosh, Bineet and Wilson, Kurt and Arafat, Abdullah Al and Baugh, John and Guo, Zhishan and Berg, Benjamin and Duggirala, Parasara Sridhar and Chakraborty, Samarjit}},
  year         = {2025},
  booktitle    = {{7th International School on Engineering Trustworthy Software Systems (SETSS)}},
  pages        = {},
  isbn         = {978-981-95-8616-5},
}

@inproceedings{zhu2025controllers,
  title        = {{Controllers for Edge-Cloud Cyber-Physical Systems}},
  author       = {{Zhu, Tingan and Ganguli, Prateek and Gupta, Arkaprava and Xu, Shengjie and Capogrosso, Luigi and Fraccaroli, Enrico and Cristani, Marco and Fummi, Franco and Chakraborty, Samarjit}},
  year         = {2025},
  booktitle    = {{17th International Conference on COMmunication Systems and NETworks (COMSNETS)}},
  pages        = {198--206},
  doi          = {10.1109/COMSNETS63942.2025.10885702},
}

@inproceedings{roy2025bmc,
  title        = {{BMC Engine Sequencing with Graph Neural Network Embeddings of Hardware Circuits}},
  author       = {{Roy, Soumik Guha and Chanda, Adriz and Ganguli, Prateek and Ghosh, Sumana and Banerjee, Ansuman and Gajavelly, Raj Kumar and Surendran, Sudhakar}},
  year         = {2025},
  booktitle    = {{38th International Conference on VLSI Design (VLSID)}},
  pages        = {163--168},
  doi          = {10.1109/VLSID64188.2025.00041},
}