Yicheng He

I am a Ph.D. student at the University of Illinois Urbana-Champaign (UIUC). I received my M.S. in Computer Science and Technology from Hefei University of Technology in 2025, and my B.S. in the same major from Anhui Agricultural University in 2022.

心似白云常自在， 亦如流水任东西。

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Selected Papers

CodeCircuit: Toward Inferring LLM-Generated Code Correctness via Attribution Graphs [Code]
Yicheng He*, Zheng Zhao*, Zhou Kaiyu, Bryan Dai, Jie Fu, Yonghui Yang
arXiv 2026.
VisPlay: Self-Evolving Vision-Language Models from Images [Code]
Yicheng He*, Chengsong Huang*, Zongxia Li*, Jiaxin Huang, Yonghui Yang
CVPR 2026.
Understanding Embedding Scaling in Collaborative Filtering
Yicheng He, Zhou Kaiyu, Haoyue Bai, Fengbin Zhu, Yonghui Yang
Transactions on Machine Learning Research (TMLR) 2025.
Double Correction Framework for Denoising Recommendation [Code]
Yicheng He*, Yifan Wang*, Yonghui Yang, Peijie Sun, Le Wu, Haoyue Bai, Jinqi Gong, Richang Hong, Min Zhang
KDD 2024, Oral Presentation.