← Search

Jianlong Li

2 accepted papers

2025

Basis Function Learning for Variable-Length and Continuous-Indexed Signals

ICASSP 2025accepted

Representing variable-length and continuous-indexed signals through a linear combination of basis functions poses a fundamental challenge in science and engineering. Current approaches resort to preprocessing steps, such as interpolation and extrapolation, to handle irregular and off-grid measuremen…

Cited by 0SourceScholar
2025

Functional Complexity-adaptive Temporal Tensor Decomposition

NeurIPS 2025poster

Tensor decomposition is a fundamental tool for analyzing multi-dimensional data by learning low-rank factors to represent high-order interactions. While recent works on temporal tensor decomposition have made significant progress by incorporating continuous timestamps in latent factors, they still s…

Cited by 0SourceScholar