2025 "spectral analysis" Papers

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CrossSpectra: Exploiting Cross-Layer Smoothness for Parameter-Efficient Fine-Tuning

Yifei Zhang, Hao Zhu, Junhao Dong et al.

NeurIPS 2025poster

Hierarchical Koopman Diffusion: Fast Generation with Interpretable Diffusion Trajectory

Hanru Bai, Weiyang Ding, Difan Zou

NeurIPS 2025posterarXiv:2510.12220

NTKMTL: Mitigating Task Imbalance in Multi-Task Learning from Neural Tangent Kernel Perspective

Xiaohan Qin, Xiaoxing Wang, Ning Liao et al.

NeurIPS 2025posterarXiv:2510.18258