Dr. KRANTHI KUMAR LELLA

Employment

• Manipal Academy of Higher Education Associate Professor
  2025 - Present
• VIT-AP Campus Assistant Professor
  2023 - 2025
• LBRCE Sr. Assistant Professor
  2022 - 2023
• National Institute of Technology Tiruchirappalli
  2019 - 2022
• Lakireddy Balireddy College of Engineering Teaching Faculty
  2015 - 2019

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (32)

• QRBT: Quantum Driven Reinforcement Learning for Scalable Blockchain Transaction Processing
  PLOS One 2026 DOI: 10.1371/journal.pone.0342689
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• Att-MSR-GraphSAGE: An Attention-Guided Multi-Scale Residual Graph Neural Network for Human-Centric Stress-Factor Modeling
  IEEE Access 2026 DOI: 10.1109/ACCESS.2026.3671315
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• Energy-efficient intrusion detection with a protocol-aware transformer-spiking hybrid model
  Scientific Reports 2026 DOI: 10.1038/s41598-026-37367-4
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• QRGEC: quantum reinforcement learning with golden jackal optimization for resilient edge cloud coordination in internet computing
  Scientific Reports 2026 DOI: 10.1038/s41598-026-42859-4
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• Revolutionizing diabetic retinopathy detection using DB-SCA-UNet with Drop Block-Based Attention Model in deep learning for precise analysis of color retinal images
  The European Physical Journal Special Topics 2025 DOI: 10.1140/epjs/s11734-024-01334-9
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• Enhancing Glaucoma Detection in Fundus Images: A ResNet based Segmentation and Advanced ML Algorithms with Duck Pack Optimizer
  International Research Journal of Multidisciplinary Technovation 2025 DOI: 10.54392/irjmt2529
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• ADVANCED AI- MACHINE LEARNING METHODS FOR IOT ENVIRONMENT ATTACK DETECTION USING MOUNTAIN GAZELLE OPTIMIZER WITH OPTIMAL DEEP BELIEF NETWORK
  Journal of Theoretical and Applied Information Technology 2025
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• Clustering-based binary Grey Wolf Optimisation model with 6LDCNNet for prediction of heart disease using patient data
  Scientific Reports 2025 DOI: 10.1038/s41598-025-85561-7
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• Deep Learning Saves Lives of Diabetes Mellitus Patients and Cuts Treatment Costs
  Deep Learning in Diabetes Mellitus Detection and Diagnosis 2025 DOI: 10.1201/9781032708430-6
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• Enhancing food recognition accuracy using hybrid transformer models and image preprocessing techniques
  Scientific Reports 2025 DOI: 10.1038/s41598-025-90244-4
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