4 citations · 7 across the 4 of their papers we have counts for
4 papers
BRIDGE: Biological Evidence Refinement and Heterogeneous Dynamic Gating for Gene Regulatory Networks
Ziyang Dong, Shanwen Tan, Hengchuang Yin +5
Motivation: Gene regulatory network inference from single-cell RNA sequencing (scRNA-seq) data is important for uncovering cell-state-specific transcriptional programs. However, sc…
CMGL: Confidence-guided Multi-omics Graph Learning for Cancer Subtype Classification
Boyang Fan, Hengchuang Yin, Siyu Yi +5
Motivation: Multi-omics integration can improve cancer subtyping, but modality informativeness and noise vary across cancer types and patients. Existing graph-based methods optimiz…
An Evaluation of Large Language Models in Bioinformatics Research
Hengchuang Yin, Zhonghui Gu, Fanhao Wang +6
Large language models (LLMs) such as ChatGPT have gained considerable interest across diverse research communities. Their notable ability for text completion and generation has ina…
Stone-Wales graphene: A Two Dimensional Carbon Semi-Metal with Magic Stability
HengChuang Yin, Xizhi Shi, Chaoyu He +7
A two-dimensional carbon allotrope, Stone-Wales graphene, is identified in stochastic group and graph constrained searches and systematically investigated by first-principles calcu…