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Yiwen Guo
Yiwen Guo
Research Scientist
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Incremental network quantization: Towards lossless CNNs with low-precision weights
A Zhou, A Yao, Y Guo, L Xu, Y Chen
ICLR, 2017
12302017
Dynamic network surgery for efficient DNNs
Y Guo, A Yao, Y Chen
NeurIPS, 2016
12162016
Sparse DNNs with Improved Adversarial Robustness
Y Guo, C Zhang, C Zhang, Y Chen
NeurIPS, 2018
1672018
Deep Defense: Training DNNs with Improved Adversarial Robustness
Z Yan, Y Guo, C Zhang
NeurIPS, 2018
1362018
Network sketching: Exploiting binary structure in deep CNNs
Y Guo, A Yao, H Zhao, Y Chen
CVPR, 2017
1302017
Subspace Attack: Exploiting Promising Subspaces for Query-Efficient Black-Box Attacks
Z Yan, Y Guo, C Zhang
NeurIPS, 2019
992019
Backpropagating linearly improves transferability of adversarial examples
Y Guo, Q Li, H Chen
NeurIPS, 2020
902020
Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation
H Zhao, M Lu, A Yao, Y Guo, Y Chen, L Zhang
CVPR, 2017
742017
Adjusting the imbalance ratio by the dimensionality of imbalanced data
R Zhu, Y Guo, JH Xue
Pattern Recognition Letters 133, 217-223, 2020
672020
DATA: Differentiable ArchiTecture Approximation
J Chang, X Zhang, Y Guo, G Meng, S Xiang, C Pan
NeurIPS, 2019
66*2019
Deep discriminative clustering analysis
J Chang, Y Guo, L Wang, G Meng, S Xiang, C Pan
arXiv preprint arXiv:1905.01681, 2019
602019
Practical no-box adversarial attacks against DNNs
Q Li, Y Guo, H Chen
NeurIPS, 2020
552020
Convolutional neural network framework using reverse connections and objectness priors for object detection
A Yao, T Kong, M Lu, Y Guo, Y Chen
US Patent 11,188,794, 2021
442021
Yet Another Intermediate-Level Attack
Q Li, Y Guo, H Chen
ECCV, 2020
402020
Sparse Coding with Gated Learned ISTA
K Wu, Y Guo, Z Li, C Zhang
ICLR, 2020
402020
Dynamic neural network surgery
A Yao, Y Guo, Y Li, Y Chen
US Patent App. 16/328,689, 2019
332019
When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture
Y Mo, D Wu, Y Wang, Y Guo, Y Wang
NeurIPS, 2022
292022
CFA: Class-wise Calibrated Fair Adversarial Training
Z Wei, Y Wang, Y Guo, Y Wang
CVPR, 2023
242023
Deepfake Forensics via an Adversarial Game
Z Wang, Y Guo, W Zuo
IEEE Transactions on Image Processing, 2022
232022
Compressing Deep Neural Networks with Sparse Matrix Factorization
K Wu, Y Guo, C Zhang
IEEE Transactions on Neural Networks and Learning Systems, 2019
222019
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