Muhammad Shafique

New York University Abu Dhabi, TU Wien, New York University

Papers

29

Total Citations

362

H-Index

10

About

No biography available yet.

Research Focus

Computer science28 · 359 citations
Artificial intelligence28 · 359 citations
Robot10 · 206 citations
Machine learning9 · 150 citations
Deep learning8 · 144 citations
Computation3 · 120 citations
Algorithm3 · 120 citations
Computer security5 · 117 citations
Focus (optics)2 · 108 citations
Implementation2 · 108 citations
Key (lock)2 · 108 citations
State (computer science)1 · 106 citations

Key Achievements

10
H-Index
29
Papers
362
Total Citations
12
Avg Citations/Paper
🏆 Most Cited Paper
Continual Learning for Real-World Autonomous Systems: Algorithms, Challenges and Frameworks
106 citations · 2022
📈 Most Prolific Year: 2024 (9 Papers)
🤝 Key Collaborators: 31
🏛 Institutions: New York University Abu Dhabi, TU Wien, New York University

Top Papers

  1. 1
    Continual Learning for Real-World Autonomous Systems: Algorithms, Challenges and Frameworks
    106 citations · 2022
  2. 2
    Physical Adversarial Attacks for Camera-Based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future Outlook
    45 citations · 2023
  3. 3
    Secure Cyber-Physical Systems: Current trends, tools and open research problems
    36 citations · 2017
  4. 4
    LaneSNNs: Spiking Neural Networks for Lane Detection on the Loihi Neuromorphic Processor
    19 citations · 2022
  5. 5
    AdvRain: Adversarial Raindrops to Attack Camera-Based Smart Vision Systems
    19 citations · 2023
  6. 6
    Embodied Neuromorphic Artificial Intelligence for Robotics: Perspectives, Challenges, and Research Development Stack
    14 citations · 2024
  7. 7
    lpSpikeCon: Enabling Low-Precision Spiking Neural Network Processing for Efficient Unsupervised Continual Learning on Autonomous Agents
    13 citations · 2022
  8. 8
    SNN4Agents: a framework for developing energy-efficient embodied spiking neural networks for autonomous agents
    12 citations · 2024
  9. 9
    TopSpark: A Timestep Optimization Methodology for Energy-Efficient Spiking Neural Networks on Autonomous Mobile Agents
    12 citations · 2023
  10. 10
    SAAM: Stealthy Adversarial Attack on Monocular Depth Estimation
    12 citations · 2024

Key Collaborators

MAMuhammad Abdullah Hanif10 shared papersRVRachmad Vidya Wicaksana Putra10 shared papersAMAlberto Marchisio8 shared papersAGAmira Guesmi6 shared papersOHOsman Hasan4 shared papersBOBassem Ouni4 shared papersMMMaurizio Martina3 shared papersIAIhsen Alouani3 shared papersKSKhadija Shaheen3 shared papersGMGuido Masera3 shared papersMAMuhammad Abdullah Hanif2 shared papersJDJorge Dias2 shared papersAVAlberto Viale2 shared papersFZFakhreddine Zayer2 shared papersFAFalah Awwad1 shared papersCHChristian Hochberger1 shared papersNPNiraj Pudasaini1 shared papersBBBeatrice Bussolino1 shared papersOCOnur Cezmi Mutlu1 shared papersIBIqra Bano1 shared papers
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