Chenyang An

According to our database, Chenyang An authored at least 6 papers between 2024 and 2025.

Collaborative distances:

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

2025

The Price of Format: Diversity Collapse in LLMs.

Longfei Yun, Chenyang An, Zilong Wang, Letian Peng, Jingbo Shang

CoRR, May, 2025

Linear Correlation in LM's Compositional Generalization and Hallucination.

Letian Peng, Chenyang An, Shibo Hao, Chengyu Dong, Jingbo Shang

CoRR, February, 2025

Correlation and Navigation in the Vocabulary Key Representation Space of Language Models.

Letian Peng, Chenyang An, Jingbo Shang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Diffusion-Augmented Coreset Expansion for Scalable Dataset Distillation.

Ali Abbasi, Shima Imani, Chenyang An, Gayathri Mahalingam, Harsh Shrivastava, Maurice Diesendruck, Hamed Pirsiavash, Pramod Sharma, Soheil Kolouri

CoRR, 2024

Next-Token Prediction Task Assumes Optimal Data Ordering for LLM Training in Proof Generation.

Chenyang An, Shima Imani, Feng Yao, Chengyu Dong, Ali Abbasi, Harsh Shrivastava, Samuel Buss, Jingbo Shang, Gayathri Mahalingam, Pramod Sharma, Maurice Diesendruck

CoRR, 2024

Learn from Failure: Fine-tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving.

Chenyang An, Zhibo Chen, Qihao Ye, Emily First, Letian Peng, Jiayun Zhang, Zihan Wang, Sorin Lerner, Jingbo Shang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024