Quanfa Li

According to our database, Quanfa Li authored at least 6 papers between 2025 and 2026.

Collaborative distances:

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

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

Layer-dependent dynamic spectral weighting for efficient transformer models.

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

Eng. Appl. Artif. Intell., 2026

Quantifying Generation Quality for RoPE-Based Long Context Extrapolation.

Mianzhu Peng, Quanfa Li

IEEE Access, 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