Manoj Kumar

Employment

• Indian Institute of Technology Dhanbad Assistant professor
  2025 - Present
• LNM Institute of Information Technology Assistant Professor
  2024 - 2025

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (9)

• 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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• An Efficient Framework for Epidemiological Parameter Estimation via Graph Reduction and Graph Neural Networks
  ACM Transactions on Knowledge Discovery from Data 2025 DOI: 10.1145/3736727
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• Multi-Component Coarsened Graph Learning for Scaling Graph Machine Learning
  2025 DOI: 10.1145/3701716.3715522
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• Modularity aided consistent attributed graph clustering via coarsening
  Transactions on Machine Learning Research 2025
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• Optimization framework for semi-supervised attributed graph coarsening
  The 40th Conference on Uncertainty in Artificial Intelligence 2024
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• Unveiling Graph Structures for Machine Learning: Learning, Structuring, and Coarsening
  ACM International Conference Proceeding Series 2024 DOI: 10.1145/3632410.3633290
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• A unified framework for optimization-based graph coarsening
  Journal of Machine Learning Research 2023
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• Featured graph coarsening with similarity guarantees
  International Conference on Machine Learning 2023
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