Publications

Detecting Critical States and Tipping Points in Complex Diseases using Network Information Entropy of Edges

Published in Briefings in Bioinformatics, 2024

Chengshang Lyu^#, Lingxi Chen, Xiaoping Liu^*. Read more

CIDER: Counterfactual-Invariant Diffusion-based GNN Explainer for Causal Subgraph Inference

Published in arXiv, 2024

Qibin Zhang^#, Chengshang LYU, Lingxi CHEN^*, Luonan Chen^*. Read more

ATP11B-related Mitochondrial Dysfunction Serves as an Early Alert of Alzheimer’s Disease

Published in Signal Transduction and Targeted Therapy (Under Review), 2024

Jiao Wang^#, Shibo Zhang^#, Qian Li^#, Ruiqi Sun^#, Wenxin Qi^#, Naijun Dong^#, Chengshang LYU, Xiaoping Liu, Hao Wu, Jianxin Zhou, Hongwei Shi, Cuiping Liu, Junyi Zhuang, Peiru Wu, Lin Huang, Jintao Gong, Shuaijing Ma, Di Li, Xingyan An, Wanwei Zhao, Xuanting Liu, Qin Han, Rongjia Zhu, Shihua Wang, Hongling Li, Jing Li, Tieqiao Wen, Evelyne Bischof, Luonan Chen^*, Robert Chunhua Zhao^*. Read more

LYU Chengshang

Publications

Detecting Critical States and Tipping Points in Complex Diseases using Network Information Entropy of Edges

CIDER: Counterfactual-Invariant Diffusion-based GNN Explainer for Causal Subgraph Inference

ATP11B-related Mitochondrial Dysfunction Serves as an Early Alert of Alzheimer’s Disease