Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts, Yifan Zhang, Yifan Luo, Yang Yuan, Andrew C Yao, ACL 2025 Findings.
Hierarchical Attention Generates Better Proofs, Jianlong Chen, Chao Li, Yang Yuan, Andrew C Yao, ACL 2025 Main.
CatCode: A Comprehensive Evaluation Framework for LLMs On the Mixture of Code and Text, Zhenru Lin, Yiqun Yao, Yang Yuan, COLM 2024.
Matrix Information Theory for Self-Supervised Learning, Yifan Zhang, Zhiquan Tan, Jingqin Yang, Weiran Huang, Yang Yuan, ICML 2024.
Information Flow in Self-Supervised Learning, Zhiquan Tan, Jingqin Yang, Weiran Huang, Yang Yuan, Yifan Zhang, ICML 2024.
Contrastive Learning is Spectral Clustering on Similarity Graph, Zhiquan Tan, Yifan Zhang, Jingqin Yang, Yang Yuan, ICLR 2024.
On the Power of Foundation Models, Yang Yuan, ICML 2023.
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