Gousia Habib

Employment

• University of Helsinki Postdoctoral Researcher
  2025 - Present
• National University of Singapore Research Associate
  2024 - 2025
• Indian Institute of Technology Delhi Postdoctoral Researcher
  2022 - 2024

Education

• National Institute of Technology Srinagar PhD
  2019 - 2023
• Central University of Punjab M.Tech
  2016 - 2018
• University of Kashmir B.Tech
  2010 - 2015

Projects & Funding

Projects & funding information is unavailable.

Publications (19)

• Feature Misalignment: A Critical Issue in Cross‐Architecture KD
  Computational Intelligence 2026 DOI: 10.1111/coin.70102
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• Optimizing Vision Transformers With Data‐Free Knowledge Transfer
  Computational Intelligence 2026 DOI: 10.1111/coin.70174
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• medDreamer: Model-Based Reinforcement Learning with Latent Imagination on Complex EHRs for Clinical Decision Support
  2026 DOI: 10.1145/3770854.3780292
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• AI Enabled Resource-Constrained Computing Architectures for IoT Devices
  ICCK Transactions on Machine Intelligence 2025 DOI: 10.62762/TMI.2025.225921
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• Compressed lightweight deep learning models for resource‐constrained Internet of things devices in the healthcare sector
  Expert Systems 2025 DOI: 10.1111/exsy.13269
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• Harnessing the Power of Attention for Patch-Based Biomedical Image Classification
  IEEE Access 2025 DOI: 10.1109/ACCESS.2024.3524403
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• Distilling Inductive Bias: Knowledge Distillation Beyond Model Compression
  arXiv 2023 DOI: 10.48550/arXiv.2310.00369
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• XAI and Machine Learning for Cyber Security: A Systematic Review
  Medical Data Analysis and Processing using Explainable Artificial Intelligence 2023 DOI: 10.1201/9781003257721-5
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• Modeling and IoT (Internet of Things) Analysis for Smart Precision Agriculture
  System Reliability and Security: Techniques and Methodologies 2023 DOI: 10.1201/9781032624983-6
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• Knowledge Distillation in Vision Transformers: A Critical Review
  arXiv 2023 DOI: 10.48550/arXiv.2302.02108
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