| 2025 | AISTATS | Tensor Network Based Feature Learning Model. | Albert Saiapin, Kim Batselier |
| 2025 | AISTATS | Tensor Network-Constrained Kernel Machines as Gaussian Processes. | Frederiek Wesel, Kim Batselier |
| 2025 | ICASSP | A Divide-and-conquer Approach for Sparse Recovery in High Dimensions. | Aron Bevelander, Kim Batselier, Nitin Jonathan Myers |
| 2024 | AISTATS | Quantized Fourier and Polynomial Features for more Expressive Tensor Network Models. | Frederiek Wesel, Kim Batselier |
| 2024 | ICML | Position: Tensor Networks are a Valuable Asset for Green AI. | Eva Memmel, Clara Menzen, Jetze Schuurmans, Frederiek Wesel, Kim Batselier |
| 2023 | AISTATS | Tensor-based Kernel Machines with Structured Inducing Points for Large and High-Dimensional Data. | Frederiek Wesel, Kim Batselier |
| 2023 | ICASSP | Enabling Large-Scale Probabilistic Seizure Detection with a Tensor-Network Kalman Filter for LS-SVM. | Seline J. S. de Rooij, Kim Batselier, Borbla Hunyadi |
| 2023 | ICLR | How Informative is the Approximation Error from Tensor Decomposition for Neural Network Compression? | Jetze Schuurmans, Kim Batselier, Julian F. P. Kooij |
| 2019 | IJCNN | Matrix Product Operator Restricted Boltzmann Machines. | Cong Chen, Kim Batselier, Ching-Yun Ko, Ngai Wong |
| 2019 | IJCNN | A Support Tensor Train Machine. | Cong Chen, Kim Batselier, Ching-Yun Ko, Ngai Wong |
| 2017 | ASPDAC | An efficient homotopy-based Poincar-Lindstedt method for the periodic steady-state analysis of nonlinear autonomous oscillators. | Zhongming Chen, Kim Batselier, Haotian Liu, Ngai Wong |
| 2016 | ASPDAC | STORM: A nonlinear model order reduction method via symmetric tensor decomposition. | Jian Deng, Haotian Liu, Kim Batselier, Yu-Kwong Kwok, Ngai Wong |
| 2016 | ICCAD | A tensor-based volterra series black-box nonlinear system identification and simulation framework. | Kim Batselier, Zhongming Chen, Haotian Liu, Ngai Wong |
| 2015 | ICCAD | STAVES: Speedy Tensor-Aided Volterra-Based Electronic Simulator. | Haotian Liu, Xiaoyan Y. Z. Xiong, Kim Batselier, Lijun Jiang, Luca Daniel, Ngai Wong |
| 2014 | DAC | An Efficient Two-level DC Operating Points Finder for Transistor Circuits. | Jian Deng, Kim Batselier, Yang Zhang, Ngai Wong |
| 2014 | ICCAD | A novel linear algebra method for the determination of periodic steady states of nonlinear oscillators. | Haotian Liu, Kim Batselier, Ngai Wong |
| 2012 | ESANN | maximum likelihood estimation and polynomial system solving. | Kim Batselier, Philippe Dreesen, Bart De Moor |
| 2012 | ESANN | Weighted/Structured Total Least Squares problems and polynomial system solving. | Philippe Dreesen, Kim Batselier, Bart De Moor |
| 2012 | ESANN | Joint Regression and Linear Combination of Time Series for Optimal Prediction. | Dries Geebelen, Kim Batselier, Philippe Dreesen, Marco Signoretto, Johan A. K. Suykens, Bart De Moor, Joos Vandewalle |