Pengxiao Lin

According to our database, Pengxiao Lin authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

Reasoning Bias of Next Token Prediction Training.

Pengxiao Lin, Zhongwang Zhang, Zhi-Qin John Xu

CoRR, February, 2025

Complexity Control Facilitates Reasoning-Based Compositional Generalization in Transformers.

Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu

CoRR, January, 2025

2024

M²M: Learning controllable Multi of experts and multi-scale operators are the Partial Differential Equations need.

Aoming Liang, Zhaoyang Mu, Pengxiao Lin, Cong Wang, Mingming Ge, Ling Shao, Dixia Fan, Hao Tang

CoRR, 2024

Initialization is Critical to Whether Transformers Fit Composite Functions by Inference or Memorizing.

Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu

CoRR, 2024

Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing.

Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024