Chen, Shangyu

6 publications

ICLR 2025 PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction Shangyu Chen, Zizheng Pan, Jianfei Cai, Dinh Phung

NeurIPS 2020 Storage Efficient and Dynamic Flexible Runtime Channel Pruning via Deep Reinforcement Learning Jianda Chen, Shangyu Chen, Sinno Jialin Pan

IJCAI 2019 Cooperative Pruning in Cross-Domain Deep Neural Network Compression Shangyu Chen, Wenya Wang, Sinno Jialin Pan

AAAI 2019 Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data Shangyu Chen, Wenya Wang, Sinno Jialin Pan

NeurIPS 2019 MetaQuant: Learning to Quantize by Learning to Penetrate Non-Differentiable Quantization Shangyu Chen, Wenya Wang, Sinno Jialin Pan

NeurIPS 2017 Learning to Prune Deep Neural Networks via Layer-Wise Optimal Brain Surgeon Xin Dong, Shangyu Chen, Sinno Pan