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Papers
Canonical Rank Adaptation: An Efficient Fine-Tuning Strategy for Vision Transformers
ICML 2025
Tensor Network Based Feature Learning Model
AISTATS 2025
Tensor Network-Constrained Kernel Machines as Gaussian Processes
AISTATS 2025
Frame Semantic Role Labeling Using Arbitrary-Order Conditional Random Fields
AAAI 2024
Efficient Structure-preserving Support Tensor Train Machine
JMLR 2023
Tensor-based Kernel Machines with Structured Inducing Points for Large and High-Dimensional Data
AISTATS 2023
GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion
IJCAI 2022
Learning Tensor Low-Rank Prior for Hyperspectral Image Reconstruction
CVPR 2021
Adaptive Sketching for Fast and Convergent Canonical Polyadic Decomposition
ICML 2020
Canonical Tensor Decomposition for Knowledge Base Completion
ICML 2018
Representations of Bayesian networks by low-rank models
PGM 2018
SimplE Embedding for Link Prediction in Knowledge Graphs
NeurIPS 2018