Tinghuan Chen

Recent advances in convolutional neural network acceleration

Qianru Zhang, Meng Zhang, Tinghuan Chen et al. · Neurocomputing · 2018 · 429 citations

Convolutional Neural Network, Machine Vision, Machine Learning +7

Image encryption and compression based on kronecker compressed sensing and elementary cellular automata scrambling

Tinghuan Chen, Meng Zhang, Jianhui Wu et al. · Optics & Laser Technology · 2016 · 74 citations

Hardware Security, Elementary Cellular Automata, Lossy Compression +10

Correlated Multi-objective Multi-fidelity Optimization for HLS Directives Design

Qi Sun, Tinghuan Chen, Siting Liu et al. · ACM Transactions on Design Automation of Electronic Systems · 2022 · 36 citations

Numerical Analysis, Large-scale Global Optimization, Engineering +19

PTPT: Physical Design Tool Parameter Tuning via Multi-Objective Bayesian Optimization

Hao Geng, Tinghuan Chen, Yuzhe Ma et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2022 · 36 citations

Engineering, Accelerated Design, Model Tuning +18

Correlated Multi-objective Multi-fidelity Optimization for HLS Directives Design

Qi Sun, Tinghuan Chen, Siting Liu et al. · 2021 · 31 citations

Numerical Analysis, Large-scale Global Optimization, Engineering +20