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Author

Zhigao Huang

Observed name: Huang, Zhigao
Observed institution: Quanzhou Normal University
ORCID: 0009-0003-8200-9534
Observed ORCID: 0009-0003-8200-9534
OpenAlex ID: A5147721736
Spectral attention for transformers: frequency-domain filtering of attention maps
2026 · Zhigao Huang, Pinghui Wu, et al. · Journal of King Saud University - Computer and Information Sciences · 3
Layer-dependent dynamic spectral weighting for efficient transformer models
2026 · Zhigao Huang, Yanzhong Yu, et al. · Engineering Applications of Artificial Intelligence · 3
Dynamic spectral weighting in CausalSelfAttention: Enhancing transformer performance through frequency-based head modulation
2025 · Zhigao Huang, Musheng Chen, et al. · Neurocomputing · 3
Conflict hypergraphs for distinguishing feature selection: Structural limits and exact optimization
2026 · Zhigao Huang, Shiyan Zheng, et al. · Information Sciences
Frontier-aware variable ordering for OBDD compilation from feature interaction graphs
2026 · Shiyan Zheng, Quanfa Li, et al. · Scientific Reports
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Conflict-guided feature filtering for efficient exact decision trees
2026 · Quanfa Li, Shiyan Zheng, et al. · Scientific Reports
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Learned feature ordering for exact optimal decision tree search: a lightweight neural scoring approach
2026 · Zhigao Huang, Miao Pan, et al. · Scientific Reports
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Bounded exhaustive search provides auditable feasibility assessment for fairness-constrained decision trees
2026 · Miao Pan, Lishuang Wu, et al. · Scientific Reports
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What Does Achievement-Only Selection Trade Away?
2026 · Huang, Zhigao · Zenodo (CERN European Organization for Nuclear Research)
Learned Feature Ordering for Exact Optimal Decision Tree Search
2026 · Huang, Zhigao, Pan, Miao, et al. · Zenodo (CERN European Organization for Nuclear Research)
Diagnosing Projection-and-Repair for Actionability-Constrained Decision-Tree Recourse: Public Artifact
2026 · Huang, Zhigao, Zhang, Run-Fa, et al. · Zenodo (CERN European Organization for Nuclear Research)
Parameterized exact fair decision tree learning with small sensitive group regimes
2026 · Zhigao Huang, Miao Pan, et al. · Scientific Reports
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Noise-tolerant optimal decision trees with explicit error budgets for interpretable decision support
2026 · Zhigao Huang, Quanfa Li, et al. · Pattern Recognition
Feature interaction graphs for exact interpretable learning solver selection: an empirical diagnostic study
2026 · Zhigao Huang, Miao Pan, et al. · Scientific Reports
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Expected-depth selection for interpretable decision trees
2026 · Zhigao Huang, Yuzhuo Pan, et al. · Scientific Reports
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Taming model multiplicity: A unified framework for delay-FPT enumeration of smallest interpretable models
2026 · Zhigao Huang, Shifa Pan, et al. · Information Sciences
Stability and robustness of minimal majority vote interpretable ensembles
2026 · Quanfa Li, Zhigao Huang, et al. · Scientific Reports
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Accelerating grokking through spectral analysis: A multi-method approach to enhancing abstract rule learning in neural networks
2026 · Zhigao Huang, Shiyan Zheng, et al. · Knowledge-Based Systems
Removing $$\delta $$-dependence in minimal interpretable model learning: distribution conditions and structural parameters
2026 · Zhigao Huang, Shiyan Zheng, et al. · Journal of King Saud University - Computer and Information Sciences
Frequency-Aware Causal Attention for Autoregressive Sequence Modeling
2026 · Zhigao Huang, Miao Pan, et al. · SSRN Electronic Journal
Works count: 20
Citation count: 9
H-index: 3
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