Zhigao Huang

According to our database, Zhigao Huang authored at least 24 papers between 2008 and 2026.

Collaborative distances:

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

2026

IFPV: An Integrated Multi-Agent Framework for Generative Operational Planning and High-Fidelity Plan Verification.

Zhigao Huang, Zhengqing Hu, Dong Chen, Shaohan Zhang, Zhao Jin, Bo Zhang, Han Wu, Mingliang Xu

CoRR, May, 2026

Accelerating grokking through spectral analysis: A multi-method approach to enhancing abstract rule learning in neural networks.

Zhigao Huang, Shiyan Zheng, Miao Pan, Quanfa Li

Knowl. Based Syst., 2026

Removing $$\delta $$-dependence in minimal interpretable model learning: distribution conditions and structural parameters.

Zhigao Huang, Shiyan Zheng, Quanfa Li

J. King Saud Univ. Comput. Inf. Sci., 2026

Taming model multiplicity: A unified framework for delay-FPT enumeration of smallest interpretable models.

Zhigao Huang, Shifa Pan, Quanfa Li

Inf. Sci., 2026

Dynamic spectral weighting in CausalSelfAttention: Enhancing transformer performance through frequency-based head modulation.

Zhigao Huang, Musheng Chen, Shiyan Zheng

Neurocomputing, 2026

Unlocking the frequency domain in transformers via hybrid spectral gating.

Zhigao Huang, Musheng Chen, Shiyan Zheng

Expert Syst. Appl., 2026

Layer-dependent dynamic spectral weighting for efficient transformer models.

Zhigao Huang, Yanzhong Yu, Shiyan Zheng, Musheng Chen, Quanfa Li

Eng. Appl. Artif. Intell., 2026

2025

Restoring Spectral Symmetry in Gradients: A Normalization Approach for Efficient Neural Network Training.

Zhigao Huang, Nana Gong, Quanfa Li, Tianying Wu, Shiyan Zheng, Miao Pan

Symmetry, 2025

Dynamic Mixture of Experts for Adaptive Computation in Character-Level Transformers.

Zhigao Huang, Musheng Chen, Shiyan Zheng

Inf., 2025

Spectral Adaptive Dropout: Frequency-Based Regularization for Improved Generalization.

Zhigao Huang, Musheng Chen, Shiyan Zheng

Inf., 2025

Spectral momentum integration: hybrid optimization of frequency and time domain gradients.

Zhigao Huang, Musheng Chen, Shiyan Zheng

Frontiers Artif. Intell., 2025

Exploring the impact of fixed theta values in RoPE on character-level language model performance and efficiency.

Zhigao Huang, Musheng Chen, Shiyan Zheng

Frontiers Comput. Sci., 2025

Transformer spectral optimization: From gradient frequency analysis to adaptive spectral integration.

Zhigao Huang, Musheng Chen, Shiyan Zheng

Appl. Soft Comput., 2025

Implementation of a three-dimensional numerical model for the filling process in Liquid Composite Molding on polyhedral meshes.

Junchun Ding, Hao Luo, Yibo Wu, Wuyang Yue, Xianyang Li, Helezi Zhou, Zhigao Huang, Huamin Zhou

Adv. Eng. Softw., 2025

Optimizing the Learnable RoPE Theta Parameter in Transformers.

Zhigao Huang, Musheng Chen

IEEE Access, 2025

2023

DDABNet: a dense Do-conv residual network with multisupervision and mixed attention for image deblurring.

Yu Shi, Zhigao Huang, Jisong Chen, Lei Ma, Lei Wang, Xia Hua, Hanyu Hong

Appl. Intell., December, 2023

2022

Intelligent setting of process parameters for injection molding based on case-based reasoning of molding features.

Shengrui Yu, Tianfeng Zhang, Yun Zhang, Zhigao Huang, Huang Gao, Wen Han, Lih-Sheng Turng, Huamin Zhou

J. Intell. Manuf., 2022

A Unified Power Quality Conditioner for Feeder Reconfiguration and Setting to Minimize the Power Loss and Improve Voltage Profile.

Zhigao Huang, Farid Shahbaazy, Afshin Davarpanah

Complex., 2022

2021

Image classification method on class imbalance datasets using multi-scale CNN and two-stage transfer learning.

Jiahuan Liu, Fei Guo, Huang Gao, Zhigao Huang, Yun Zhang, Huamin Zhou

Neural Comput. Appl., 2021

Multi-scale Image Partitioning and Saliency Detection for Single Image Blind Deblurring.

Jiaqian Yan, Yu Shi, Xia Hua, Zhigao Huang, Ruzhou Li

Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

2019

A Time-Driven Workflow Scheduling Strategy for Reasoning Tasks of Autonomous Driving in Edge Environment.

Kai Lin, Bing Lin, Xing Chen, Yu Lu, Zhigao Huang, Yuchang Mo

Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

2015

Data driven injection molding process monitoring using sparse auto encoder technique.

Ting Mao, Yun Zhang, Huamin Zhou, Dequn Li, Zhigao Huang, Huang Gao

Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2015

2009

Dimensional precision simulation of the formed picture tube panel.

Huamin Zhou, Yun Zhang, Zhigao Huang, Yang Li

Eng. Comput., 2009

2008

An integrated simulation for the whole forming process of the picture tube panel.

Yun Zhang, Zhigao Huang, Fen Liu

Simul. Model. Pract. Theory, 2008