The LNM Institute of Information Technology

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Manoj Kumar

manoj.kumar@lnmiit.ac.in

Date of joining:

22-07-2024

Department:

Communication and Computer Engineering


Summary


Biography


Research Area

Graph Machine learning, Optimization Algorithm, Graph Coarsening, Federated Learning

Personal information

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Designation

Department

ORCID

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Dr. Manoj Kumar

Assistant Professor

Communication and Computer Engineering

Education

Degree/DiplomaInstitute/ OrganizationYearBranch/Specialization
1Ph. D. Doctor of PhilosophyIndian Institute of technology, Delhi2024Electrical Engineering
2M. Tech. Master of TechnologyIndian Institute of technology, Kanpur2015Signal processing Communication and networks

Publications

1Manoj Kumar, Subhanu Halder, Archit Kane, Ruchir Gupta, Sandeep Kumar, Optimization Framework for Semi-supervised Attributed Graph Coarsening, Uncertainity in Artificial Intelligence (UAI), July 2024
2Manoj Kumar, Anurag Sharma, Shashwat Saxena, Sandeep Kumar, Featured Graph Coarsening with Similarity Gaurantees, International Conference on Machine Learning (ICML), July 2023
3Manoj Kumar, Anurag Sharma, Sandeep Kumar, A Unified Framework for Optimization-Based Graph Coarsening, Journal of Machine Learning Research(JMLR), March 2023