Sandeep Kumar

Employment

• Indian Institute of Technology Delhi

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (18)

• CONNECT-PD: Parkinson’s Disease Detection Using Temporal Connectivity Graphs from Gait Data
  2027 DOI: 10.1007/978-3-032-31927-2_10
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• Graph Machine Learning Framework for Gravimetry Data Analysis and Cavity Detection
  IEEE Transactions on Artificial Intelligence 2026 DOI: 10.1109/TAI.2025.3648693
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• A Graph Neural Network Approach for Parameter Estimation in Bounded Confidence Models
  2026 DOI: 10.1007/978-3-032-18480-1_66
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• Coarse-and-Learn: Efficient Online Node Labeling
  2026 DOI: 10.1007/978-981-95-4384-7_32
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• DETER: Directed Event-Trajectory GNNs on MIMIC-III for Medium-Term Readmission Forecasting
  2026 DOI: 10.1007/978-3-032-18480-1_20
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• IndiHealthBench: Evaluating LLMs for Clinical Translation Across Indian Linguistic Diversity
  2026 DOI: 10.1007/978-3-032-18480-1_59
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• A Unified Optimization-Based Framework for Certifiably Robust and Fair Graph Neural Networks
  IEEE Transactions on Signal Processing 2025 DOI: 10.1109/TSP.2024.3514091
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• Attention-driven graph-based machine learning for non-invasive diagnosis of NAFLD
  Intelligence-Based Medicine 2025 DOI: 10.1016/j.ibmed.2025.100288
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• A novel coarsened graph learning method for scalable single-cell data analysis
  Computers in Biology and Medicine 2025 DOI: 10.1016/j.compbiomed.2025.109873
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• Multi-Component Coarsened Graph Learning for Scaling Graph Machine Learning
  2025 DOI: 10.1145/3701716.3715522
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