Xin Cheng

Xin Cheng

To not be emotionally affected by external objects and one's experiences.(不以物喜 不以己悲)

Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

Artificial intelligence in drug discovery: A comprehensive review with a case study on hyperuricemia, gout arthritis, and hyperuricemic nephropathy

Published in Journal 1, 2025

This paper systematically reviews recent advances in artificial intelligence (AI), with a particular focus on machine learning (ML), across the entire drug discovery pipeline.

Recommended citation: Junwei Su†, Cheng Xin†, Ao Shang, Shan Wu, Zhenzhen Xie, Ruogu Xiong, Xiaoyu Xu, Cheng Zhang, Guang Chen, Yau-Tuen Chan, Guoyi Tang*, Ning Wang, Yong Xu, Yibin Feng*(2025). Artificial intelligence in drug discovery: A comprehensive review with a case study on hyperuricemia, gout arthritis, and hyperuricemic nephropathy. Submit to Acta Pharmaceutica Sinica B.

Conference Papers

LVstyler: LoRa-enhanced Varied High-Quality Texture Generation with Text Alignment

Published in NeurIPS 2025 Conference Submission, 2025

LVstyler, an innovative generative framework that extends beyond the conventional 0-to-1 UV texture synthesis, specializing in a more varied style transfer for 3D meshes while preserving geometric fidelity.

Recommended citation: Hokit Fung, chengyangdong, Cheng Xin, Jie Li, Adela S.M. Lau, Guosheng Yin*(2025).LVstyler: LoRa-enhanced Varied High-Quality Texture Generation with Text Alignment. NeurIPS 2025 Conference Submission