Xue Lin

Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective

Kaidi Xu, Hongge Chen, Sijia Liu et al. · 2019 · 328 citations · Full text

Engineering, Machine Learning, Network Robustness +18

PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices

Xiaolong Ma, Fu-Ming Guo, Wei Niu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 184 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

ADMM-NN

Ao Ren, Tianyun Zhang, Shaokai Ye et al. · 2019 · 164 citations · Full text

Engineering, Machine Learning, Hardware Acceleration +11

Mix and Match: A Novel FPGA-Centric Deep Neural Network Quantization Framework

Sung-En Chang, Yanyu Li, Mengshu Sun et al. · 2021 · 110 citations

Artificial Intelligence, Engineering, Machine Learning +17

Structured Adversarial Attack: Towards General Implementation and Better Interpretability

Kaidi Xu, Sijia Liu, Pu Zhao et al. · arXiv (Cornell University) · 2018 · 103 citations · Full text

Engineering, Machine Learning, Adversarial Attack +16