| Initialization and Regularization of Factorized Neural Layers | May 3, 2021 | Knowledge DistillationModel Compression | CodeCode Available | 1 |
| TedNet: A Pytorch Toolkit for Tensor Decomposition Networks | Apr 11, 2021 | Tensor Decomposition | CodeCode Available | 1 |
| Network of Tensor Time Series | Feb 15, 2021 | Financial AnalysisTensor Decomposition | CodeCode Available | 1 |
| Towards Compact Neural Networks via End-to-End Training: A Bayesian Tensor Approach with Automatic Rank Determination | Oct 17, 2020 | Model CompressionTensor Decomposition | CodeCode Available | 1 |
| Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases | Jul 8, 2020 | Link PredictionTensor Decomposition | CodeCode Available | 1 |
| On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES | Jul 4, 2020 | Tensor Decomposition | CodeCode Available | 1 |
| Deep Tensor CCA for Multi-view Learning | May 25, 2020 | MULTI-VIEW LEARNINGTensor Decomposition | CodeCode Available | 1 |
| Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics | Feb 28, 2020 | Tensor Decomposition | CodeCode Available | 1 |
| A Tensorized Transformer for Language Modeling | Jun 24, 2019 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Compressing Recurrent Neural Networks with Tensor Ring for Action Recognition | Nov 19, 2018 | Action RecognitionTemporal Action Localization | CodeCode Available | 1 |
| Nesterov Acceleration of Alternating Least Squares for Canonical Tensor Decomposition: Momentum Step Size Selection and Restart Mechanisms | Oct 13, 2018 | Tensor Decomposition | CodeCode Available | 1 |
| Canonical Tensor Decomposition for Knowledge Base Completion | Jun 19, 2018 | Dynamic Link PredictionKnowledge Base Completion | CodeCode Available | 1 |
| Expressive power of recurrent neural networks | Nov 2, 2017 | Tensor Decomposition | CodeCode Available | 1 |
| Convolutional neural networks with low-rank regularization | Nov 19, 2015 | Data AugmentationTensor Decomposition | CodeCode Available | 1 |
| Flow-Through Tensors: A Unified Computational Graph Architecture for Multi-Layer Transportation Network Optimization | Jun 30, 2025 | Tensor Decomposition | —Unverified | 0 |
| Cooperative Bistatic ISAC Systems for Low-Altitude Economy | Jun 22, 2025 | Computational EfficiencyIntegrated sensing and communication | —Unverified | 0 |
| A Scalable Factorization Approach for High-Order Structured Tensor Recovery | Jun 19, 2025 | Tensor Decomposition | —Unverified | 0 |
| DMRS-Based Uplink Channel Estimation for MU-MIMO Systems with Location-Specific SCSI Acquisition | Jun 13, 2025 | Tensor Decomposition | —Unverified | 0 |
| LRSLAM: Low-rank Representation of Signed Distance Fields in Dense Visual SLAM System | Jun 12, 2025 | Autonomous DrivingMixed Reality | —Unverified | 0 |
| sparseGeoHOPCA: A Geometric Solution to Sparse Higher-Order PCA Without Covariance Estimation | Jun 10, 2025 | Computational EfficiencyImage Reconstruction | —Unverified | 0 |
| Graph signal aware decomposition of dynamic networks via latent graphs | Jun 10, 2025 | Tensor Decomposition | —Unverified | 0 |
| MetaTT: A Global Tensor-Train Adapter for Parameter-Efficient Fine-Tuning | Jun 10, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Double Low-Rank 4D Tensor Decomposition for Circular RIS-Aided mmWave MIMO-NOMA System Channel Estimation in Mobility Scenarios | Jun 9, 2025 | Integrated sensing and communicationISAC | —Unverified | 0 |
| Joint Channel and Symbol Estimation for Communication Systems with Movable Antennas | Jun 8, 2025 | Tensor Decomposition | —Unverified | 0 |
| Revisit CP Tensor Decomposition: Statistical Optimality and Fast Convergence | May 29, 2025 | Tensor Decomposition | CodeCode Available | 0 |
