Shupeng Gui

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 20

Top Topics

Constrained Optimization

Robust Recognition

Projection Operator

Top Venues

IEEE Trans. Multim.

Publications

Xingxing Zhang, Shupeng Gui, Jian Jin, Zhenfeng Zhu, Yao Zhao
ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries. IEEE Trans. Multim. 26 (2024)
Shupeng Gui, Xiangliang Zhang, Pan Zhong, Shuang Qiu, Mingrui Wu, Jieping Ye, Zhengdao Wang, Ji Liu
PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions. IEEE Trans. Pattern Anal. Mach. Intell. 44 (2) (2022)
Jiayi Shen, Haotao Wang, Shupeng Gui, Jianchao Tan, Zhangyang Wang, Ji Liu
UMEC: Unified model and embedding compression for efficient recommendation systems. ICLR (2021)
Xingxing Zhang, Shupeng Gui, Zhenfeng Zhu, Yao Zhao, Ji Liu
Hierarchical Prototype Learning for Zero-Shot Recognition. IEEE Trans. Multim. 22 (7) (2020)
Haotao Wang, Tianlong Chen, Shupeng Gui, Ting-Kuei Hu, Ji Liu, Zhangyang Wang
Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free. CoRR (2020)
Haotao Wang, Shupeng Gui, Haichuan Yang, Ji Liu, Zhangyang Wang
GAN Slimming: All-in-One GAN Compression by A Unified Optimization Framework. CoRR (2020)
Haotao Wang, Shupeng Gui, Haichuan Yang, Ji Liu, Zhangyang Wang
GAN Slimming: All-in-One GAN Compression by a Unified Optimization Framework. ECCV (4) (2020)
Haichuan Yang, Shupeng Gui, Yuhao Zhu, Ji Liu
Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach. CVPR (2020)
Haotao Wang, Tianlong Chen, Shupeng Gui, Ting-Kuei Hu, Ji Liu, Zhangyang Wang
Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free. NeurIPS (2020)
Shupeng Gui, Haotao Wang, Haichuan Yang, Chen Yu, Zhangyang Wang, Ji Liu
Model Compression with Adversarial Robustness: A Unified Optimization Framework. NeurIPS (2019)
Haichuan Yang, Shupeng Gui, Yuhao Zhu, Ji Liu
Learning Sparsity and Quantization Jointly and Automatically for Neural Network Compression via Constrained Optimization. CoRR (2019)
Xingxing Zhang, Shupeng Gui, Zhenfeng Zhu, Yao Zhao, Ji Liu
ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries. CoRR (2019)
Xingxing Zhang, Shupeng Gui, Zhenfeng Zhu, Yao Zhao, Ji Liu
Hierarchical Prototype Learning for Zero-Shot Recognition. CoRR (2019)
Shupeng Gui, Xiangliang Zhang, Pan Zhong, Shuang Qiu, Mingrui Wu, Jieping Ye, Zhengdao Wang, Ji Liu
PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions. CoRR (2019)
Shupeng Gui, Haotao Wang, Chen Yu, Haichuan Yang, Zhangyang Wang, Ji Liu
Adversarially Trained Model Compression: When Robustness Meets Efficiency. CoRR (2019)
Shupeng Gui, Xiangliang Zhang, Shuang Qiu, Mingrui Wu, Jieping Ye, Ji Liu
GESF: A Universal Discriminative Mapping Mechanism for Graph Representation Learning. CoRR (2018)
Randy Ardywibowo, Shuai Huang, Shupeng Gui, Cao Xiao, Yu Cheng, Ji Liu, Xiaoning Qian
Switching-State Dynamical Modeling of Daily Behavioral Data. J. Heal. Informatics Res. 2 (3) (2018)
Haichuan Yang, Shupeng Gui, Chuyang Ke, Daniel Stefankovic, Ryohei Fujimaki, Ji Liu
On The Projection Operator to A Three-view Cardinality Constrained Set. CoRR (2017)
Shupeng Gui, Andrew P. Rice, Rui Chen, Liang Wu, Ji Liu, Hongyu Miao
A scalable algorithm for structure identification of complex gene regulatory network from temporal expression data. BMC Bioinform. 18 (1) (2017)
Haichuan Yang, Shupeng Gui, Chuyang Ke, Daniel Stefankovic, Ryohei Fujimaki, Ji Liu
On The Projection Operator to A Three-view Cardinality Constrained Set. ICML (2017)