An Efficient 3D-NAS Method for Video-Based Gesture Recognition. - Ziheng Guo; Yang Chen 008; Wei Huang; Junhao Zhang (ICANN (3), 2019)

$ mathrm {M^{3}S text{- }CNN}$: Resting-State EEG Based Multimodal and Multiscale Feature Extraction for Student Behavior Prediction in Class. - Yehan Xu; Jingyu Luo; Junyi Liang; Shaogang Song; Ming Ma 004; Ziheng Guo; Likun Xia (ICONIP (5), 2022)

Dual Space Coupling Model Guided Overlap-Free Scatterplot. - Zeyu Li 003; Ruizhi Shi; Yan Liu; Shizhuo Long; Ziheng Guo; Shichao Jia; Jiawan Zhang (IEEE Trans. Vis. Comput. Graph., 2023)

MuLHiTA: A Novel Multiclass Classification Framework With Multibranch LSTM and Hierarchical Temporal Attention for Early Detection of Mental Stress. - Likun Xia; Yuan Feng; Ziheng Guo; Jinhong Ding; Yanlei Li; Yifan Li; Ming Ma 004; Guoxi Gan; Yehan Xu; Jingyu Luo; Zhi-Ping Shi 002; Yong Guan (IEEE Trans. Neural Networks Learn. Syst., 2023)

Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack. - Zhongliang Guo 001; Junhao Dong 001; Yifei Qian; Kaixuan Wang; Weiye Li; Ziheng Guo; Yuheng Wang; Yanli Li; Ognjen Arandjelovic; Lei Fang 001 (ECAI, 2024)

Learning Stochastic Dynamics from Data. - Ziheng Guo; Igor Cialenco; Ming Zhong (CoRR, 2024)

Noise Guided Structural Learning from Observing Stochastic Dynamics. - Ziheng Guo; Igor Cialenco; Ming Zhong (CoRR, 2024)

MS-HyFS: A novel multiscale hybrid framework with Scalable electrodes for motor imagery classification. - Ziheng Guo; Yuan Feng; Ming Ma 004; Yudi Sun; Likun Xia (Biomed. Signal Process. Control., 2025)

Learning Stochastic Dynamical Systems with Structured Noise. - Ziheng Guo; James Greene; Ming Zhong (CoRR, 2025)