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Publications

Exploring Sparsity and Smoothness of Arbitrary lp-Norms in Adversarial Attacks Duhme, Christof; Eilers, Florian; Jiang, Xiaoyi (2026) In: arXiv:2602.06578. Research article in digital collection \| Preprint \| submitted / under review
Perturbing the Phase: Analyzing Adversarial Robustness of Complex-Valued Neural Networks Eilers, Florian; Duhme, Christof; Jiang, Xiaoyi (2026) In: arXiv:2602.06577. Research article in digital collection \| Preprint \| submitted / under review
CVKAN: Complex-valued Kolmogorov-Arnold Networks Wolff, Matthias; Eilers, Florian; Jiang, Xiaoyi (2025) In: IEEE (eds.), Proc. of IJCNN, 1-9. Rome, Italy: Wiley-IEEE Computer Society Press. doi:10.1109/IJCNN64981.2025.11227425 Research article in edited proceedings (conference) \| Peer reviewed \| Published
Initializing complex-valued neural networks from their pretrained real-valued counterparts Eilers, Florian; Jiang, Xiaoyi (2025) In: N/A (eds.), Proc. of IJCNN, 1-9. Rome: Wiley-IEEE Computer Society Press. Research article in edited proceedings (conference) \| Peer reviewed \| Published
Building blocks for a complex-valued transformer architecture Eilers F, Jiang X (2023) In: N/A (eds.), Proc. of ICASSP, 1-5. N/A: Wiley-IEEE Press. Research article in edited proceedings (conference) \| Peer reviewed \| Published

Exploring Sparsity and Smoothness of Arbitrary lp-Norms in Adversarial Attacks Duhme, Christof; Eilers, Florian; Jiang, Xiaoyi (2026) In: arXiv:2602.06578. Research article in digital collection \| Preprint \| submitted / under review
Perturbing the Phase: Analyzing Adversarial Robustness of Complex-Valued Neural Networks Eilers, Florian; Duhme, Christof; Jiang, Xiaoyi (2026) In: arXiv:2602.06577. Research article in digital collection \| Preprint \| submitted / under review
CVKAN: Complex-valued Kolmogorov-Arnold Networks Wolff, Matthias; Eilers, Florian; Jiang, Xiaoyi (2025) In: IEEE (eds.), Proc. of IJCNN, 1-9. Rome, Italy: Wiley-IEEE Computer Society Press. doi:10.1109/IJCNN64981.2025.11227425 Research article in edited proceedings (conference) \| Peer reviewed \| Published
Initializing complex-valued neural networks from their pretrained real-valued counterparts Eilers, Florian; Jiang, Xiaoyi (2025) In: N/A (eds.), Proc. of IJCNN, 1-9. Rome: Wiley-IEEE Computer Society Press. Research article in edited proceedings (conference) \| Peer reviewed \| Published
Building blocks for a complex-valued transformer architecture Eilers F, Jiang X (2023) In: N/A (eds.), Proc. of ICASSP, 1-5. N/A: Wiley-IEEE Press. Research article in edited proceedings (conference) \| Peer reviewed \| Published