Mohammad Khalid Pandit

Mohammad Khalid Pandit

Assistant Professor CSE, NIT Hamirpur

Publications

You can also find my articles on my Google Scholar profile.

Journals

  1. [ACM JETC] Omais Shafi, Mohammad Khalid Pandit , A Saini, Gayathri A, R Sen, ”Repercussions of Using DNN Compilers on Edge GPUs for Real Time and Safety Critical Systems: A Quantitative Audit”, in ACM Journal on Emerging Technologies in Computing Systems, 2023.
  2. [IEEE TAI] Mohammad Khalid Pandit , Mahroosh B, ”Variance Guided Structured Sparsity in Deep Neural Networks”, in IEEE Transactions on Artificial Intelligence.
  3. [IEEE TETCI] Mohammad Khalid Pandit , Roohie Naaz Mir, Mohammad Ahsan Chishti, ”Learning Sparse Neural Networks Using Non-Convex Regularization”, in IEEE Transactions on Emerging Topics in Computational Intelligence.
  4. [IET Ele Letters] SA Banday, Mohammad Khalid Pandit , A R Khan, ”Achieving a reversible lower dimensionality transformation for picture archiving and communication system in healthcare”, in IET Electronics Letters.
  5. SA Banday, Mohammad Khalid Pandit , ”Texture maps and chaotic maps framework for secure medical image transmission”, in Multimedia Tools and Applications.
  6. Mohammad Khalid Pandit , SA Banday, RN Mir, MA Chishti, ”Automatic Detection of COVID-19 from Chest Radiographs using Deep Learning”, in Radiography (Elsevier).
  7. Mohammad Khalid Pandit , RN Mir, MA Chishti, ”Adaptive task scheduling in IoT using reinforcement learning”, in International Journal of Intelligent Computing and Cybernetics.
  8. Mohammad Khalid Pandit , RN Mir, MA Chishti, ”Adaptive Deep Neural Networks for the Internet of Things”, in International Journal of Sensors, Wireless Communications and Control.

Conferences

  1. [ACM/IEEE SEC] A Saini, Omkar S, Mohammad Khalid Pandit , R Sen, Gayathri A ”Bang for the Buck: Evaluating the cost-effectiveness of Heterogeneous Edge Platforms for Neural Network Workloads" in ACM/IEEE Symposium on Edge Computing (SEC) 2023 Wilmington, DE, USA.
  2. [SNN-2021] Mohammad Khalid Pandit , ”Non-convex T ℓ1 regularization for learning sparse neural networks”, in in Sparsity in Neural Networks, Advancing Understanding and Practice (SNN Workshop 2021).
  3. [SNN-2021] Mohammad Khalid Pandit , ”Variance Guided Structured Sparsity in Deep Neural Networks”, in in Sparsity in Neural Networks, Advancing Understanding and Practice (SNN Workshop 2021).
  4. [ICRCICN-2018] Mohammad Khalid Pandit , RN Mir, MA Chishti, ”Distributed IoT Analytics Across Edge, Fog and Cloud", in Fourth International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN), IEEE.

Book Chapters

  1. R Kodana, S R Mohammad, Mohammad Khalid Pandit , R Kodana, S R Mohammad, P Parmar, S Pathaniaa, ”Internet of things in food industry", in Innovation Strategies in the Food Industry, Elsevier.
  2. AR Khan, Mohammad Khalid Pandit , SA Banday, ”Improving the Security of data in IoT by performing Data Aggregation using neural network based Autoencoders", Security and Privacy in IoT, Taylor and Francis, CRC Press.
  3. SA Banday, Mohammad Khalid Pandit , ”Securing Medical Images via a Texture and Chaotic Key Framework", Multimedia Security-Algorithm development, Analysis and Applications, Springer.