Publications (31)
A Graph Foundation Model with Spectral Parsing and Prototype-Guided Spatial Propagation
Ankang Yang, Jitao Zhao, Dongxiao He +3
Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on 3D Pelvic CT Images
Zhuangzhuang Zhang, Tianyu Zhao, Hiram Gay +2
Heterogeneous Graph Neural Networks using Self-supervised Reciprocally Contrastive Learning
Cuiying Huo, Dongxiao He, Yawen Li +5
Control hubs of complex networks and a polynomial-time identification algorithm
Xizhe Zhang, Chunyu Pan, Weixiong Zhang
ARPM-net: A novel CNN-based adversarial method with Markov Random Field enhancement for prostate and organs at risk segmentation in pelvic CT images
Zhuangzhuang Zhang, Tianyu Zhao, Hiram Gay +2
Identifying network communities with a high resolution
Jianhua Ruan, Weixiong Zhang
Identification of cancer-keeping genes as therapeutic targets by finding network control hubs
Xizhe Zhang, Chunyu Pan, Xinru Wei +9
Identification of hybrid node and link communities in complex networks
Dongxiao He, Di Jin, Weixiong Zhang
Unified Multi-Domain Graph Pre-training for Homogeneous and Heterogeneous Graphs via Domain-Specific Expert Encoding
Chundong Liang, Yongqi Huang, Dongxiao He +4
RAW-GNN: RAndom Walk Aggregation based Graph Neural Network
Di Jin, Rui Wang, Meng Ge +4
Pyramid Medical Transformer for Medical Image Segmentation
Zhuangzhuang Zhang, Weixiong Zhang
Weaving Attention U-net: A Novel Hybrid CNN and Attention-based Method for Organs-at-risk Segmentation in Head and Neck CT Images
Zhuangzhuang Zhang, Tianyu Zhao, Hiram Gay +2
Experimental Powder X-ray Diffraction Crystal Structure Determination with RealPXRD-Solver
Qi Li, Mingyu Guo, Rui Jiao +14
Total controllability analysis discovers explainable drugs for Covid-19 treatment
Xinru Wei, Chunyu Pan, Xizhe Zhang +1
Pixel-global Self-supervised Learning with Uncertainty-aware Context Stabilizer
Zhuangzhuang Zhang, Weixiong Zhang
LEDA: Latent Semantic Distribution Alignment for Multi-domain Graph Pre-training
Lianze Shan, Jitao Zhao, Dongxiao He +3
SAS+ Planning as Satisfiability
Ruoyun Huang, Yixin Chen, Weixiong Zhang
Refined HLA Linkage Disequilibrium Architectures of World Populations by a Novel Allelic Correlation Measure
Fei Zhang, Weixiong Zhang
Transformer-based toxin-protein interaction analysis prioritizes airborne particulate matter components with potential adverse health effects
Yan Zhu, Shihao Wang, Yong Han +5
An efficient algorithm for finding all possible input nodes for controlling complex networks
Xizhe Zhang, Jianfei Han, Weixiong Zhang
An Effective Algorithm for and Phase Transitions of the Directed Hamiltonian Cycle Problem
Gerold Jäger, Weixiong Zhang
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning
Di Jin, Zhizhi Yu, Pengfei Jiao +5
dnaGrinder: a lightweight and high-capacity genomic foundation model
Qihang Zhao, Chi Zhang, Weixiong Zhang
Flexible and Approximate Computation through State-Space Reduction
Weixiong Zhang
Adaptive control of dynamic networks
Chunyu Pan, Xizhe Zhang, Haoyu Zheng +3
Response to: Significance and stability of deep learning-based identification of subtypes within major psychiatric disorders. Molecular Psychiatry (2022)
Xizhe Zhang, Fei Wang, Weixiong Zhang
From Cancer Drivers to Cancer Keepers: Paradigm Shift and Clinical Implications
Xizhe Zhang, Weixiong Zhang
NetMoST: A network-based machine learning approach for subtyping schizophrenia using polygenic SNP allele biomarkers
Xinru Wei, Shuai Dong, Zhao Su +7
CHoE: Cross-Domain Heterogeneous Graph Prompt Learning via Structure-Conditioned Experts
Peiyuan Li, Yongqi Huang, Jitao Zhao +3
MUG: Meta-path-aware Universal Heterogeneous Graph Pre-Training
Lianze Shan, Jitao Zhao, Dongxiao He +3
Development and Commissioning of a Compact Cosmic Ray Muon Imaging Prototype
Xujia Luo, Quanxiao Wang, Kemian Qin +19