Scholar
Ozan Özdenizci
Google Scholar ID: 419WltwAAAAJ
Graz University of Technology
Machine Learning
Artificial Intelligence
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Citations & Impact
All-time
Citations
1,202
H-index
14
i10-index
21
Publications
20
Co-authors
21
list available
Contact
Email
oezdenizci@tugraz.at
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Publications
2 items
Privacy-Aware Lifelong Learning
International Conference on Learning Representations · 2025
Cited
0
Adversarially Robust Spiking Neural Networks with Sparse Connectivity
2025
Cited
0
Resume (English only)
Academic Achievements
2025: Paper “Learning robust representations for visual reinforcement learning via task-relevant mask sampling” accepted at TMLR.
2025: Paper “Adversarially robust spiking neural networks with sparse connectivity” accepted at CPAL 2025.
2025: Paper “Privacy-aware lifelong learning” published at ICLR 2025.
2024: Paper “Preserving real-world robustness of neural networks under sparsity constraints” published at ECML-PKDD 2024.
2024: Paper “Adversarially robust spiking neural networks through conversion” published at TMLR.
2023: Paper “Memory-dependent computation and learning in spiking neural networks through Hebbian plasticity” published in IEEE TNNLS.
2023: Paper “Restoring vision in adverse weather conditions with patch-based denoising diffusion models” published in IEEE TPAMI.
2022: Paper “Improving robustness against stealthy weight bit-flip attacks by output code matching” accepted at CVPR 2022 with oral presentation.
2021: Paper presented at ICML 2021 with Spotlight recognition.
Serving as Area Chair for ICML 2025.
Became an ELLIS member and member of ELLIS Unit Graz in 2023.
Received Outstanding Reviewer Awards or equivalent at NeurIPS 2021 (top 8%), ICML 2022 (top 10%), NeurIPS 2023 (top 10%), and ICLR 2022 (Highlighted Reviewer, top 10%).
Co-authors
21 total
Deniz Erdogmus
Professor of ECE, Northeastern University
Robert Legenstein
Institute for Theoretical Computer Science, Graz University of Technology
Moritz Grosse-Wentrup
University of Vienna
Ye Wang
Mitsubishi Electric Research Laboratories
Toshiaki Koike-Akino
MERL
Mujdat Cetin
University of Rochester
Co-author 7
Bernhard Schölkopf
Director, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETH
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