Ziheng Guo

According to our database, Ziheng Guo authored at least 19 papers between 2019 and 2026.

Collaborative distances:

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

2026

Deep learning‑based ultra-high-resolution CT imaging of viral pneumonia at admission and after discharge.

Yanli Gao, Boyang Pan, Lin Niu, Libo Xu, Ziheng Guo, Weican Liu, Penghui Sun, Yanyan Zhang, Xiaoli Xu, Nan-Jie Gong, Qi Yang

BMC Medical Imaging, December, 2026

Removing Motion Artifact in MRI by Using a Perceptual Loss Driven Deep Learning Framework.

Ziheng Guo, Danqun Zheng, Shuai Li, Chengwei Chen, Boyang Pan, Xuezhou Li, Ziqin Yu, Langdi Zhong, Chenwei Shao, Yun Bian, Nan-Jie Gong

CoRR, April, 2026

PixelatedScatter: Arbitrary-Level Visual Abstraction for Large-Scale Multiclass Scatterplots.

Ziheng Guo, Tianxiang Wei, Zeyu Li, Lianghao Zhang, Sisi Li, Jiawan Zhang

IEEE Trans. Vis. Comput. Graph., January, 2026

G²SQL: guided & guarded Text-to-SQL generation with two-stage verification.

Xiang Li, Jinguo You, Heng Li, Jun Peng, Xi Chen, Ziheng Guo, Kun Li, Tianyi Xu

Expert Syst. Appl., 2026

Single pass Poisson disk sampling via circle packing.

Jun Cui, Zeyu Li, Yuxiao Li, Ziheng Guo, Ziming Dai, Jiawan Zhang

Comput. Graph., 2026

DICHA: Dynamic and Interpretable Convolution via Hierarchical Attention for Robust EEG Classification.

Cheng He, Ziheng Guo, Yehan Xu, Xiaoxu Zhao, Wanying Yang, Xiaoyu Wang, Jinhong Ding, Ming Ma, Jingxu Chen, Shuangjiang Zhou, Likun Xia

Biomed. Signal Process. Control., 2026

2025

FieldSeer I: Physics-Guided World Models for Long-Horizon Electromagnetic Dynamics under Partial Observability.

Ziheng Guo, Fang Wu, Maoxiong Zhao, Chaoqun Fang, Yang Bu

CoRR, December, 2025

Toward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs.

Xingang Guo, Yaxin Li, Xiangyi Kong, Yilan Jiang, Xiayu Zhao, Zhihua Gong, Yufan Zhang, Daixuan Li, Tianle Sang, Beixiao Zhu, Gregory Jun, Yingbing Huang, Yiqi Liu, Yuqi Xue, Rahul Dev Kundu, Qi Jian Lim, Yizhou Zhao, Luke Alexander Granger, Mohamed Badr Younis, Darioush Keivan, Nippun Sabharwal, Shreyanka Sinha, Prakhar Agarwal, Kojo Vandyck, Hanlin Mai, Zichen Wang, Aditya Venkatesh, Ayush Barik, Jiankun Yang, Chongying Yue, Jingjie He, Libin Wang, Licheng Xu, Hao Chen, Jinwen Wang, Liujun Xu, Rushabh Shetty, Ziheng Guo, Dahui Song, Manvi Jha, Weijie Liang, Weiman Yan, Bryan Zhang, Sahil Bhandary Karnoor, Jialiang Zhang, Rutva Pandya, Xinyi Gong, Mithesh Ballae Ganesh, Feize Shi, Ruiling Xu, Yifan Zhang, Yanfeng Ouyang, Lianhui Qin, Elyse Rosenbaum, Corey Snyder, Peter Seiler, Geir E. Dullerud, Xiaojia Shelly Zhang, Zuofu Cheng, Pavan Kumar Hanumolu, Jian Huang, Mayank Kulkarni, Mahdi Namazifar, Huan Zhang, Bin Hu

CoRR, September, 2025

Learning Stochastic Dynamical Systems with Structured Noise.

Ziheng Guo, James Greene, Ming Zhong

CoRR, March, 2025

CM-SQL: A cross-model consistency framework for text-to-SQL.

Xiang Li, Jinguo You, Heng Li, Jun Peng, Xi Chen, Ziheng Guo

Neurocomputing, 2025

MS-HyFS: A novel multiscale hybrid framework with Scalable electrodes for motor imagery classification.

Ziheng Guo, Yuan Feng, Ming Ma, Yudi Sun, Likun Xia

Biomed. Signal Process. Control., 2025

2024

Machine-learning-assisted dual harmonic generation FROG for enhanced ultrafast pulse recovery.

Wallace Jaffray, Ziheng Guo, Andrea Di Falco, Marcello Ferrera

Mach. Learn. Sci. Technol., 2024

Noise Guided Structural Learning from Observing Stochastic Dynamics.

Ziheng Guo, Igor Cialenco, Ming Zhong

CoRR, 2024

Learning Stochastic Dynamics from Data.

Ziheng Guo, Igor Cialenco, Ming Zhong

CoRR, 2024

Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack.

Zhongliang Guo, Junhao Dong, Yifei Qian, Kaixuan Wang, Weiye Li, Ziheng Guo, Yuheng Wang, Yanli Li, Ognjen Arandjelovic, Lei Fang

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

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, Guoxi Gan, Yehan Xu, Jingyu Luo, Zhi-Ping Shi, Yong Guan

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Dual Space Coupling Model Guided Overlap-Free Scatterplot.

Zeyu Li, Ruizhi Shi, Yan Liu, Shizhuo Long, Ziheng Guo, Shichao Jia, Jiawan Zhang

IEEE Trans. Vis. Comput. Graph., 2023

2022

$\mathrm {M^{3}S \text{- }CNN}$: 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, Ziheng Guo, Likun Xia

Proceedings of the Neural Information Processing - 29th International Conference, 2022

2019

An Efficient 3D-NAS Method for Video-Based Gesture Recognition.

Ziheng Guo, Yang Chen, Wei Huang, Junhao Zhang

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing, 2019