1 citations · 1 across the 1 of their papers we have counts for
3 papers
cs.LG2026★ 1 cited
Lang2Str: Two-Stage Crystal Structure Generation with LLMs and Continuous Flow Models
Cong Liu, Chengyue Gong, Zhenyu Liu +2
Generative models hold great promise for accelerating material discovery but are often limited by their inflexible single-stage generative process in designing valid and diverse ma…
cond-mat.mtrl-sci2025
XDXD: End-to-end crystal structure determination with low resolution X-ray diffraction
Jiale Zhao, Cong Liu, Yuxuan Zhang +4
Determining crystal structures from X-ray diffraction data is fundamental across diverse scientific fields, yet remains a significant challenge when data is limited to low resoluti…
cs.LG2025
pUniFind: a unified large pre-trained deep learning model pushing the limit of mass spectra interpretation
Jiale Zhao, Pengzhi Mao, Kaifei Wang +12
Deep learning has advanced mass spectrometry data interpretation, yet most models remain feature extractors rather than unified scoring frameworks. We present pUniFind, the first l…