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• Addressing Client Drift in Federated Continual Learning with Adaptive Optimization
  2022 · 5 citations
• Federated Learning with Spiking Neural Networks
  2021 · 4 citations
• Exposing the Robustness and Vulnerability of Hybrid 8T-6T SRAM Memory Architectures to Adversarial Attacks in Deep Neural Networks
  2020 · 1 citations
• QuRL: Efficient Reinforcement Learning with Quantized Rollout
  2026
• Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection
  2025
• Fast and Cost-effective Speculative Edge-Cloud Decoding with Early Exits
  2025
• RAPID-RL: A Reconfigurable Architecture with Preemptive-Exits for Efficient Deep-Reinforcement Learning
  2021
• Divide-and-Conquer the NAS puzzle in Resource Constrained Federated Learning Systems
  2023
• RobustEdge: Low Power Adversarial Detection for Cloud-Edge Systems
  2023