Leyan Pan

According to our database, Leyan Pan authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2026

Towards Understanding Neural Collapse: The Effects of Batch Normalization and Weight Decay.

Leyan Pan, Xinyuan Cao

Trans. Mach. Learn. Res., 2026

2025

SwiReasoning: Switch-Thinking in Latent and Explicit for Pareto-Superior Reasoning LLMs.

Dachuan Shi, Abedelkadir Asi, Keying Li, Xiangchi Yuan, Leyan Pan, Wenke Lee, Wen Xiao

CoRR, October, 2025

Can Transformers Reason Logically? A Study in SAT Solving.

Leyan Pan, Vijay Ganesh, Jacob D. Abernethy, Chris Esposo, Wenke Lee

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Superficial Self-Improved Reasoners Benefit from Model Merging.

Xiangchi Yuan, Chunhui Zhang, Zheyuan Liu, Dachuan Shi, Leyan Pan, Soroush Vosoughi, Wenke Lee

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

Geometric Implications of Classification on Reducing Open Space Risk.

Matthew Lau, Leyan Pan, Stefan Davidov, Athanasios P. Meliopoulos, Wenke Lee

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024