Shupeng Gui

According to our database, Shupeng Gui authored at least 15 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries.

Xingxing Zhang, Shupeng Gui, Jian Jin, Zhenfeng Zhu, Yao Zhao

IEEE Trans. Multim., 2024

2022

PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions.

Shupeng Gui, Xiangliang Zhang, Pan Zhong, Shuang Qiu, Mingrui Wu, Jieping Ye, Zhengdao Wang, Ji Liu

IEEE Trans. Pattern Anal. Mach. Intell., 2022

2021

UMEC: Unified model and embedding compression for efficient recommendation systems.

Jiayi Shen, Haotao Wang, Shupeng Gui, Jianchao Tan, Zhangyang Wang, Ji Liu

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Hierarchical Prototype Learning for Zero-Shot Recognition.

Xingxing Zhang, Shupeng Gui, Zhenfeng Zhu, Yao Zhao, Ji Liu

IEEE Trans. Multim., 2020

Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free.

Haotao Wang, Tianlong Chen, Shupeng Gui, Ting-Kuei Hu, Ji Liu, Zhangyang Wang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

GAN Slimming: All-in-One GAN Compression by a Unified Optimization Framework.

Haotao Wang, Shupeng Gui, Haichuan Yang, Ji Liu, Zhangyang Wang

Proceedings of the Computer Vision - ECCV 2020, 2020

Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach.

Haichuan Yang, Shupeng Gui, Yuhao Zhu, Ji Liu

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries.

Xingxing Zhang, Shupeng Gui, Zhenfeng Zhu, Yao Zhao, Ji Liu

CoRR, 2019

Learning Sparsity and Quantization Jointly and Automatically for Neural Network Compression via Constrained Optimization.

Haichuan Yang, Shupeng Gui, Yuhao Zhu, Ji Liu

CoRR, 2019

Adversarially Trained Model Compression: When Robustness Meets Efficiency.

Shupeng Gui, Haotao Wang, Chen Yu, Haichuan Yang, Zhangyang Wang, Ji Liu

CoRR, 2019

Model Compression with Adversarial Robustness: A Unified Optimization Framework.

Shupeng Gui, Haotao Wang, Haichuan Yang, Chen Yu, Zhangyang Wang, Ji Liu

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Switching-State Dynamical Modeling of Daily Behavioral Data.

Randy Ardywibowo, Shuai Huang, Shupeng Gui, Cao Xiao, Yu Cheng, Ji Liu, Xiaoning Qian

J. Heal. Informatics Res., 2018

GESF: A Universal Discriminative Mapping Mechanism for Graph Representation Learning.

Shupeng Gui, Xiangliang Zhang, Shuang Qiu, Mingrui Wu, Jieping Ye, Ji Liu

CoRR, 2018

2017

A scalable algorithm for structure identification of complex gene regulatory network from temporal expression data.

Shupeng Gui, Andrew P. Rice, Rui Chen, Liang Wu, Ji Liu, Hongyu Miao

BMC Bioinform., 2017

On The Projection Operator to A Three-view Cardinality Constrained Set.

Haichuan Yang, Shupeng Gui, Chuyang Ke, Daniel Stefankovic, Ryohei Fujimaki, Ji Liu

Proceedings of the 34th International Conference on Machine Learning, 2017