| Graph multiview canonical correlation analysis J Chen, G Wang, GB Giannakis IEEE Transactions on Signal Processing 67 (11), 2826-2838, 2019 | 81 | 2019 |
| Canonical correlation analysis of datasets with a common source graph J Chen, G Wang, Y Shen, GB Giannakis IEEE Transactions on Signal Processing 66 (16), 4398-4408, 2018 | 50 | 2018 |
| Nonlinear dimensionality reduction for discriminative analytics of multiple datasets J Chen, G Wang, GB Giannakis IEEE Transactions on Signal Processing 67 (3), 740-752, 2018 | 32 | 2018 |
| Online Distributed Sparsity-Aware Canonical Correlation Analysis J Chen, I Schizas IEEE Transactions on Signal Processing, 2016 | 29 | 2016 |
| Deep learning (DL)-assisted and combined attack: a novel side-channel attack (SCA) W Yu, J Chen Electronics Letters, 2018 | 24 | 2018 |
| Masked AES PUF: a new PUF against hybrid SCA/MLAs W Yu, J Chen Electronics Letters 54 (10), 618-620, 2018 | 17 | 2018 |
| Exploiting Multi-Phase On-Chip Voltage Regulators as Strong PUF Primitives for Securing IoT W Yu, Y Wen, S Kose, J Chen Journal of Electronic Testing: Theory and Applications, 2018 | 14 | 2018 |
| Predicting the maximum seismic response of the soil-pile-superstructure system using random forests X Zhang, J Chen, Y Wu, L Tang, X Ling Journal of Earthquake Engineering 26 (15), 8120-8141, 2022 | 13 | 2022 |
| Distributed information-based clustering of heterogeneous sensor data J Chen, ID Schizas Signal Processing 126, 35-51, 2016 | 13 | 2016 |
| Data-driven sensors clustering and filtering for communication efficient field reconstruction J Chen, A Malhotra, ID Schizas Signal Processing 133, 156-168, 2017 | 11 | 2017 |
| Distributed sparse canonical correlation analysis in clustering sensor data J Chen, ID Schizas 2013 47th Asilomar Conference on Signals, Systems and Computers, 639-643, 2013 | 11 | 2013 |
| Multiview canonical correlation analysis over graphs J Chen, G Wang, GB Giannakis ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 10 | 2019 |
| DPCA: Dimensionality reduction for discriminative analytics of multiple large-scale datasets G Wang, J Chen, GB Giannakis 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 9 | 2018 |
| Can SAM recognize crops? Quantifying the zero-shot performance of a semantic segmentation foundation model on generating crop-type maps using satellite imagery for precision … R Gurav, H Patel, Z Shang, A Eldawy, J Chen, E Scudiero, E Papalexakis arXiv preprint arXiv:2311.15138, 2023 | 4 | 2023 |
| Spectral Clustering in Railway Crossing Accidents Analysis E Villalobos, H Lugo, B Cheng, M Gutierrez, C Tarawneh, P Xu, J Chen, ... ASME/IEEE Joint Rail Conference 87776, V001T05A011, 2024 | 3 | 2024 |
| Canonical correlation analysis with common graph priors J Chen, G Wang, Y Shen, GB Giannakis 2018 IEEE Statistical Signal Processing Workshop (SSP), 488-492, 2018 | 3 | 2018 |
| Trawl: Tensor reduced and approximated weights for large language models Y Luo, H Patel, Y Fu, D Ahn, J Chen, Y Dong, EE Papalexakis arXiv preprint arXiv:2406.17261, 2024 | 2 | 2024 |
| Cross-task defense: Instruction-tuning llms for content safety Y Fu, W Xiao, J Chen, J Li, E Papalexakis, A Chien, Y Dong arXiv preprint arXiv:2405.15202, 2024 | 2 | 2024 |
| Kernel Ridge Regression in Predicting Railway Crossing Accidents E Villalobos, C Tarawneh, J Chen, EE Papalexakis, P Xu ASME/IEEE Joint Rail Conference 87776, V001T05A013, 2024 | 2 | 2024 |
| SV-Learn: Learning Matrix Singular Values with Neural Networks D Xu, W Shiao, J Chen, EE Papalexakis ICDM OEDM Workshop (Optimization Based Techniques for Emerging Data Mining …, 2022 | 2 | 2022 |