On The Projection Operator to A Three-view Cardinality Constrained Set. - Haichuan Yang; Shupeng Gui; Chuyang Ke; Daniel Stefankovic; Ryohei Fujimaki; Ji Liu 002 (ICML, 2017)

A scalable algorithm for structure identification of complex gene regulatory network from temporal expression data. - Shupeng Gui; Andrew P. Rice; Rui Chen 013; Liang Wu; Ji Liu 002; Hongyu Miao 001 (BMC Bioinform., 2017)

GESF: A Universal Discriminative Mapping Mechanism for Graph Representation Learning. - Shupeng Gui; Xiangliang Zhang 001; Shuang Qiu; Mingrui Wu; Jieping Ye; Ji Liu 002 (CoRR, 2018)

Switching-State Dynamical Modeling of Daily Behavioral Data. - Randy Ardywibowo; Shuai Huang 001; Shupeng Gui; Cao Xiao; Yu Cheng 001; Ji Liu 002; Xiaoning Qian (J. Heal. Informatics Res., 2018)

Model Compression with Adversarial Robustness: A Unified Optimization Framework. - Shupeng Gui; Haotao Wang; Haichuan Yang; Chen Yu 009; Zhangyang Wang; Ji Liu 002 (NeurIPS, 2019)

Adversarially Trained Model Compression: When Robustness Meets Efficiency. - Shupeng Gui; Haotao Wang; Chen Yu 009; Haichuan Yang; Zhangyang Wang; Ji Liu 002 (CoRR, 2019)

Learning Sparsity and Quantization Jointly and Automatically for Neural Network Compression via Constrained Optimization. - Haichuan Yang; Shupeng Gui; Yuhao Zhu 001; Ji Liu 002 (CoRR, 2019)

ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries. - Xingxing Zhang 001; Shupeng Gui; Zhenfeng Zhu; Yao Zhao 001; Ji Liu 002 (CoRR, 2019)

Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach. - Haichuan Yang; Shupeng Gui; Yuhao Zhu 001; Ji Liu 002 (CVPR, 2020)

GAN Slimming: All-in-One GAN Compression by a Unified Optimization Framework. - Haotao Wang; Shupeng Gui; Haichuan Yang; Ji Liu 002; Zhangyang Wang (ECCV (4), 2020)

Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free. - Haotao Wang; Tianlong Chen 001; Shupeng Gui; Ting-Kuei Hu; Ji Liu 002; Zhangyang Wang (NeurIPS, 2020)

Hierarchical Prototype Learning for Zero-Shot Recognition. - Xingxing Zhang 001; Shupeng Gui; Zhenfeng Zhu; Yao Zhao 001; Ji Liu 002 (IEEE Trans. Multim., 2020)

UMEC: Unified model and embedding compression for efficient recommendation systems. - Jiayi Shen; Haotao Wang; Shupeng Gui; Jianchao Tan; Zhangyang Wang; Ji Liu 002 (ICLR, 2021)

PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions. - Shupeng Gui; Xiangliang Zhang 001; Pan Zhong; Shuang Qiu; Mingrui Wu; Jieping Ye; Zhengdao Wang; Ji Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries. - Xingxing Zhang 001; Shupeng Gui; Jian Jin; Zhenfeng Zhu; Yao Zhao 001 (IEEE Trans. Multim., 2024)