Ruifeng Ren

According to our database, Ruifeng Ren authored at least 6 papers between 2023 and 2025.

Collaborative distances:

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

2025

Revisiting Transformers through the Lens of Low Entropy and Dynamic Sparsity.

Ruifeng Ren, Yong Liu

CoRR, April, 2025

Unveiling the Mechanisms of Explicit CoT Training: How Chain-of-Thought Enhances Reasoning Generalization.

Xinhao Yao, Ruifeng Ren, Yun Liao, Yong Liu

CoRR, February, 2025

2024

Can Mamba Always Enjoy the "Free Lunch"?

Ruifeng Ren, Zhicong Li, Yong Liu

CoRR, 2024

Towards Understanding How Transformers Learn In-context Through a Representation Learning Lens.

Ruifeng Ren, Yong Liu

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

Endmember Distinguished Low-Rank and Sparse Representation for Hyperspectral Unmixing.

Ruifeng Ren, Jin-Liang Xiao, Jie Huang

Proceedings of the IGARSS 2024, 2024

2023

In-context Learning with Transformer Is Really Equivalent to a Contrastive Learning Pattern.

Ruifeng Ren, Yong Liu

CoRR, 2023