Zhigao Huang

21 papers Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Accelerating grokking through spectral analysis: A multi-method approach to enhancing abstract rule learning in neural networks.
Knowl. Based Syst.
Zhigao Huang, Shiyan Zheng, Miao Pan, Quanfa Li
2026 J jnl
Dynamic spectral weighting in CausalSelfAttention: Enhancing transformer performance through frequency-based head modulation.
Neurocomputing
Zhigao Huang, Musheng Chen, Shiyan Zheng
2026 J jnl
Layer-dependent dynamic spectral weighting for efficient transformer models.
Eng. Appl. Artif. Intell.
Zhigao Huang, Yanzhong Yu, Shiyan Zheng, Musheng Chen, Quanfa Li
2026 J jnl
Taming model multiplicity: A unified framework for delay-FPT enumeration of smallest interpretable models.
Inf. Sci.
Zhigao Huang, Shifa Pan, Quanfa Li
2025 J jnl
Dynamic Mixture of Experts for Adaptive Computation in Character-Level Transformers.
Inf.
Zhigao Huang, Musheng Chen, Shiyan Zheng
2025 J jnl
Exploring the impact of fixed theta values in RoPE on character-level language model performance and efficiency.
Frontiers Comput. Sci.
Zhigao Huang, Musheng Chen, Shiyan Zheng
2025 J jnl
Implementation of a three-dimensional numerical model for the filling process in Liquid Composite Molding on polyhedral meshes.
Adv. Eng. Softw.
Junchun Ding, Hao Luo, Yibo Wu, Wuyang Yue, Xianyang Li, Helezi Zhou, Zhigao Huang, Huamin Zhou
2025 J jnl
Optimizing the Learnable RoPE Theta Parameter in Transformers.
IEEE Access
Zhigao Huang, Musheng Chen
2025 J jnl
Restoring Spectral Symmetry in Gradients: A Normalization Approach for Efficient Neural Network Training.
Symmetry
Zhigao Huang, Nana Gong, Quanfa Li, Tianying Wu, Shiyan Zheng, Miao Pan
2025 J jnl
Spectral Adaptive Dropout: Frequency-Based Regularization for Improved Generalization.
Inf.
Zhigao Huang, Musheng Chen, Shiyan Zheng
2025 J jnl
Spectral momentum integration: hybrid optimization of frequency and time domain gradients.
Frontiers Artif. Intell.
Zhigao Huang, Musheng Chen, Shiyan Zheng
2025 J jnl
Transformer spectral optimization: From gradient frequency analysis to adaptive spectral integration.
Appl. Soft Comput.
Zhigao Huang, Musheng Chen, Shiyan Zheng
2023 J jnl
DDABNet: a dense Do-conv residual network with multisupervision and mixed attention for image deblurring.
Appl. Intell.
Yu Shi, Zhigao Huang, Jisong Chen, Lei Ma, Lei Wang, Xia Hua, Hanyu Hong
2022 J jnl
A Unified Power Quality Conditioner for Feeder Reconfiguration and Setting to Minimize the Power Loss and Improve Voltage Profile.
Complex.
Zhigao Huang, Farid Shahbaazy, Afshin Davarpanah
2022 J jnl
Intelligent setting of process parameters for injection molding based on case-based reasoning of molding features.
J. Intell. Manuf.
Shengrui Yu, Tianfeng Zhang, Yun Zhang, Zhigao Huang, Huang Gao, Wen Han, Lih-Sheng Turng, Huamin Zhou
2021 J jnl
Image classification method on class imbalance datasets using multi-scale CNN and two-stage transfer learning.
Neural Comput. Appl.
Jiahuan Liu, Fei Guo, Huang Gao, Zhigao Huang, Yun Zhang, Huamin Zhou
2021 — conf
Multi-scale Image Partitioning and Saliency Detection for Single Image Blind Deblurring.
PRCV (4)
Jiaqian Yan, Yu Shi, Xia Hua, Zhigao Huang, Ruzhou Li
2019 — conf
A Time-Driven Workflow Scheduling Strategy for Reasoning Tasks of Autonomous Driving in Edge Environment.
ISPA/BDCloud/SocialCom/SustainCom
Kai Lin, Bing Lin, Xing Chen, Yu Lu, Zhigao Huang, Yuchang Mo
2015 — conf
Data driven injection molding process monitoring using sparse auto encoder technique.
AIM
Ting Mao, Yun Zhang, Huamin Zhou, Dequn Li, Zhigao Huang, Huang Gao
2009 J jnl
Dimensional precision simulation of the formed picture tube panel.
Eng. Comput.
Huamin Zhou, Yun Zhang, Zhigao Huang, Yang Li
2008 J jnl
An integrated simulation for the whole forming process of the picture tube panel.
Simul. Model. Pract. Theory
Yun Zhang, Zhigao Huang, Fen Liu