Abhishek Kumar

Senior Lecturer
Unit
Faculty of Information Technology
Email
abhishek.k.kumar@jyu.fi
Fields of science
113 Computer and information sciences

Biography

I am a computer engineer/software designer, also working as a university lecturer.

Research interests

I am working broadly in the following areas from a software-hardware co-integration angle:

  • Intent-driven neuro-symbolic AI and its applications
  • Embedded AI and its applications in cyber-physical systems (in particular, robotics)
  • Multi-LLM driven software development
  • Distributed XR

Publications

Publication
2025

Beyond Black Boxes: Trustworthy and Energy-Efficient IoT Systems for Extended Lifespan and Reduced Bias in Remote Health Monitoring

IEEE International Conference on Networking, Sensing and Control. Conference proceedings : IEEE International Conference on Networking, Sensing and Control.
Casado, Constantino Álvarez
Safarpour, Mehdi
Nguyen, Le
Cabaleiro, Jacobo
Sharifipour, Sasan
Susarla, Praneeth
Cañellas, Manuel Lage
Kumar, Abhishek
Pedone, Matteo
López, Miguel Bordallo
Publication
2025

Exponentially Weighted Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection Model Training in Unmanned Aerial Vehicles Surveillance Scenarios

IEEE/RSJ international conference on intelligent robots and systems. Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems.
Ahmed, Taufiq
Kumar, Abhishek
Casado, Constantino Álvarez
Zhang, Anlan
Hänninen, Tuomo
Loven, Lauri
López, Miguel Bordallo
Tarkoma, Sasu
Publication
2025

Federated Knowledge Distillation Under Non-IID Data for Intelligent Edge Systems

IEEE International Conference on Networking, Sensing and Control. Conference proceedings : IEEE International Conference on Networking, Sensing and Control.
Uddin, K H M Burhan
Casado, Constantino Álvarez
Sharma, Saurabh
Nguyen, Le
Chandra, Joydeep
Ihantola, Petri
López, Miguel Bordallo
Kumar, Abhishek
More publications from this author

Research groups

Research group

Empirical Software Engineering Research

Empirical software engineering research group