Ziheng Guo

19 papers A 1Journal 16Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
DICHA: Dynamic and Interpretable Convolution via Hierarchical Attention for Robust EEG Classification.
Biomed. Signal Process. Control.
Cheng He, Ziheng Guo, Yehan Xu, Xiaoxu Zhao, Wanying Yang, Xiaoyu Wang, Jinhong Ding, Ming Ma, Jingxu Chen, Shuangjiang Zhou, Likun Xia
2026 J jnl
G²SQL: guided & guarded Text-to-SQL generation with two-stage verification.
Expert Syst. Appl.
Xiang Li, Jinguo You, Heng Li, Jun Peng, Xi Chen, Ziheng Guo, Kun Li, Tianyi Xu
2026 J jnl
PixelatedScatter: Arbitrary-Level Visual Abstraction for Large-Scale Multiclass Scatterplots.
IEEE Trans. Vis. Comput. Graph.
Ziheng Guo, Tianxiang Wei, Zeyu Li, Lianghao Zhang, Sisi Li, Jiawan Zhang
2026 J jnl
Single pass Poisson disk sampling via circle packing.
Comput. Graph.
Jun Cui, Zeyu Li, Yuxiao Li, Ziheng Guo, Ziming Dai, Jiawan Zhang
2025 J jnl
CM-SQL: A cross-model consistency framework for text-to-SQL.
Neurocomputing
Xiang Li, Jinguo You, Heng Li, Jun Peng, Xi Chen, Ziheng Guo
2025 J jnl
FieldSeer I: Physics-Guided World Models for Long-Horizon Electromagnetic Dynamics under Partial Observability.
CoRR
Ziheng Guo, Fang Wu, Maoxiong Zhao, Chaoqun Fang, Yang Bu
2025 J jnl
Learning Stochastic Dynamical Systems with Structured Noise.
CoRR
Ziheng Guo, James Greene, Ming Zhong
2025 J jnl
MS-HyFS: A novel multiscale hybrid framework with Scalable electrodes for motor imagery classification.
Biomed. Signal Process. Control.
Ziheng Guo, Yuan Feng, Ming Ma, Yudi Sun, Likun Xia
2025 J jnl
PixelatedScatter: Arbitrary-level Visual Abstraction for Large-scale Multiclass Scatterplots.
CoRR
Ziheng Guo, Tianxiang Wei, Zeyu Li, Lianghao Zhang, Sisi Li, Jiawan Zhang
2025 J jnl
Toward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs.
CoRR
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
2024 A conf
Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack.
ECAI
Zhongliang Guo, Junhao Dong, Yifei Qian, Kaixuan Wang, Weiye Li, Ziheng Guo, Yuheng Wang, Yanli Li, Ognjen Arandjelovic, Lei Fang
2024 J jnl
Learning Stochastic Dynamics from Data.
CoRR
Ziheng Guo, Igor Cialenco, Ming Zhong
2024 J jnl
Machine-learning-assisted dual harmonic generation FROG for enhanced ultrafast pulse recovery.
Mach. Learn. Sci. Technol.
Wallace Jaffray, Ziheng Guo, Andrea Di Falco, Marcello Ferrera
2024 J jnl
Noise Guided Structural Learning from Observing Stochastic Dynamics.
CoRR
Ziheng Guo, Igor Cialenco, Ming Zhong
2023 J jnl
Dual Space Coupling Model Guided Overlap-Free Scatterplot.
IEEE Trans. Vis. Comput. Graph.
Zeyu Li, Ruizhi Shi, Yan Liu, Shizhuo Long, Ziheng Guo, Shichao Jia, Jiawan Zhang
2023 J jnl
MuLHiTA: A Novel Multiclass Classification Framework With Multibranch LSTM and Hierarchical Temporal Attention for Early Detection of Mental Stress.
IEEE Trans. Neural Networks Learn. Syst.
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
2022 — conf
$\mathrm {M^{3}S \text{- }CNN}$: Resting-State EEG Based Multimodal and Multiscale Feature Extraction for Student Behavior Prediction in Class.
ICONIP (5)
Yehan Xu, Jingyu Luo, Junyi Liang, Shaogang Song, Ming Ma, Ziheng Guo, Likun Xia
2022 J jnl
Dual Space Coupling Model Guided Overlap-Free Scatterplot.
CoRR
Zeyu Li, Ruizhi Shi, Yan Liu, Shizhuo Long, Ziheng Guo, Shichao Jia, Jiawan Zhang
2019 — conf
An Efficient 3D-NAS Method for Video-Based Gesture Recognition.
ICANN (3)
Ziheng Guo, Yang Chen, Wei Huang, Junhao Zhang