Luo, Yisi

8 publications

ICLR 2026 Separable Neural Networks: Approximation Theory, NTK Regime, and Preconditioned Gradient Descent Yisi Luo, Deyu Meng

ICLR 2026 Tucker-FNO: Tensor Tucker-Fourier Neural Operator and Its Universal Approximation Theory Guancheng Zhou, Zelin Zeng, Yisi Luo, Qi Xie, Deyu Meng

ICLR 2026 Unveiling the Mechanism of Continuous Representation Full-Waveform Inversion: A Wave Based Neural Tangent Kernel Framework Ruihua Chen, Yisi Luo, Bangyu Wu, Deyu Meng

IJCAI 2025 Beyond Low-Rankness: Guaranteed Matrix Recovery via Modified Nuclear Norm Jiangjun Peng, Yisi Luo, Xiangyong Cao, Shuang Xu, Deyu Meng

AAAI 2025 Deep Rank-One Tensor Functional Factorization for Multi-Dimensional Data Recovery Yanyi Li, Xi Zhang, Yisi Luo, Deyu Meng

NeurIPS 2025 Online Functional Tensor Decomposition via Continual Learning for Streaming Data Completion Xi Zhang, Yanyi Li, Yisi Luo, Qi Xie, Deyu Meng

CVPR 2025 STINR: Deciphering Spatial Transcriptomics via Implicit Neural Representation Yisi Luo, Xile Zhao, Kai Ye, Deyu Meng

CVPR 2022 HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse Problems in Multi-Dimensional Imaging Yisi Luo, Xi-Le Zhao, Deyu Meng, Tai-Xiang Jiang