Codes

2024

Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts (NeurIPS 2024)

tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs) (ICML 2024)

Diffusion Models Demand Contrastive Guidance for Adversarial Purification to Advance (ICML 2024)

Jacobian Regularizer-based Neural Granger Causality (ICML 2024)

Adversarially Robust Deep Multi-View Clustering: A Novel Attack and Defense Framework (ICML 2024)

Adversarial training on purification (AToP): Advancing both robustness and generalization (ICLR 2024)

Efficient nonparametric tensor decomposition for binary and count data (AAAI 2024)

Transformed low-rank parameterization can help robust generalization for tensor neural networks (NeurIPS 2023)

Undirected Probabilistic Model for Tensor Decomposition (NeurIPS 2023)

Alternating local enumeration (tnale): Solving tensor network structure search with fewer evaluations (ICML 2023)

Bayesian Latent Factor Model for Higher-order Data (ACML 2021)

Learning From Incomplete Features by Simultaneous Training of Neural Networks and Sparse Coding (CVPR Workshop 2021)

On the Memory Mechanism of Tensor-Power Recurrent Models (AISTATS 2021)

Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion (AAAI 2021)

TPFN: Applying Outer Product along Time to Multimodal Sentiment Analysis Fusion on Incomplete Data (ECCV 2020)

Evolutionary Topology Search for Tensor Network Decomposition (ICML 2020)

Beyond unfolding: Exact recovery of latent convex tensor decomposition under reshuffling (AAAI 2020)

Robust tensor decomposition via orientation invariant tubal nuclear norms (AAAI 2020)

Deep multimodal multilinear fusion with high-order polynomial pooling (NeurIPS 2019)

Tensor ring decomposition with rank minimization on latent space: An efficient approach for tensor completion (AAAI 2019)

Tensorizing generative adversarial nets (ICCE Asia 2018)

Generative adversarial positive-unlabeled learning (IJCAI 2018)

Tensor Ring Decomposotion Toolbox [Matlab][Python]

Gan PU: Generative Adversarial Positive-Unlabeled Learning

BCPF: Bayesian CP Factorization for Tensor Completion

BRTF: Bayesian Robust Tensor Factorization

T3C: Tensor-Train Tensor Completion