Shupeng Gui
Shupeng Gui
University of Rochester
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Model Compression with Adversarial Robustness: A Unified Optimization Framework
S Gui, H Wang, H Yang, C Yu, Z Wang, J Liu
Advances in Neural Information Processing Systems, 1283-1294, 2019
Gan slimming: All-in-one gan compression by a unified optimization framework
H Wang, S Gui, H Yang, J Liu, Z Wang
European Conference on Computer Vision, 54-73, 2020
Automatic neural network compression by sparsity-quantization joint learning: A constrained optimization-based approach
H Yang, S Gui, Y Zhu, J Liu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
Once-for-all adversarial training: In-situ tradeoff between robustness and accuracy for free
H Wang, T Chen, S Gui, TK Hu, J Liu, Z Wang
Advances in Neural Information Processing Systems 33, 7449-7461, 2020
Hierarchical prototype learning for zero-shot recognition
X Zhang, S Gui, Z Zhu, Y Zhao, J Liu
IEEE Transactions on Multimedia 22 (7), 1692-1703, 2019
PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions
S Gui, X Zhang, P Zhong, S Qiu, M Wu, J Ye, Z Wang, J Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (2), 770-782, 2021
A scalable algorithm for structure identification of complex gene regulatory network from temporal expression data
S Gui, AP Rice, R Chen, L Wu, J Liu, H Miao
BMC bioinformatics 18, 1-13, 2017
Atzsl: Defensive zero-shot recognition in the presence of adversaries
X Zhang, S Gui, Z Zhu, Y Zhao, J Liu
arXiv preprint arXiv:1910.10994, 2019
UMEC: Unified model and embedding compression for efficient recommendation systems
J Shen, H Wang, S Gui, J Tan, Z Wang, J Liu
International Conference on Learning Representations, 2021
Switching-state dynamical modeling of daily behavioral data
R Ardywibowo, S Huang, S Gui, C Xiao, Y Cheng, J Liu, X Qian
Journal of Healthcare Informatics Research 2, 228-247, 2018
Longitudinal planning for personalized health management using daily behavioral data
C Xiao, S Gui, J Liu, Y Cheng, X Qian, S Huang
IISE Transactions on Healthcare Systems Engineering 9 (3), 243-249, 2019
On the projection operator to a three-view cardinality constrained set
H Yang, S Gui, C Ke, D Stefankovic, R Fujimaki, J Liu
International Conference on Machine Learning, 3871-3880, 2017
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