Abstract is missing.
- Drug-Target Interaction Prediction Based on Drug Subgraph Fingerprint Extraction Strategy and Subgraph Attention MechanismLizhi Wang, Xiaolong Zhang, Xiaoli Lin, Jing Hu. 3-17 [doi]
- Soft Prompt Transfer for Zero-Shot and Few-Shot Learning in EHR UnderstandingYang Wang 0002, Xueping Peng, Tao Shen 0001, Allison Clarke, Clement Schlegel, Paul Martin, Guodong Long. 18-32 [doi]
- Graph Convolution Synthetic Transformer for Chronic Kidney Disease Onset PredictionDi Zhu, Yi Liu, Weitong Chen 0001, Yanda Wang, YeFan Huang, Xiaoli Wang, Ken Cai, Bohan Li 0001. 33-47 [doi]
- csl-MTFL: Multi-task Feature Learning with Joint Correlation Structure Learning for Alzheimer's Disease Cognitive Performance PredictionWei Liang, Kai Zhang, Peng Cao 0001, Xiaoli Liu 0001, Jinzhu Yang, Osmar R. Zaïane. 48-62 [doi]
- Multi-level Transformer for Cancer Outcome Prediction in Large-Scale Claims DataLeah Gerrard, Xueping Peng, Allison Clarke, Guodong Long. 63-78 [doi]
- Individual Functional Network Abnormalities Mapping via Graph Representation-Based Neural Architecture SearchQing Li 0027, Haixing Dai, Jinglei Lv, Lin Zhao, Zhengliang Liu, Zihao Wu, Xia Wu, Claire Coles, Xiaoping Hu 0001, Tianming Liu, Dajiang Zhu. 79-91 [doi]
- A Novel Application of a Mutual Information Measure for Analysing Temporal Changes in Healthcare Network GraphsDavid Ben-Tovim, Mariusz Bajger, Shaowen Qin. 92-102 [doi]
- Drugs Resistance Analysis from Scarce Health Records via Multi-task Graph RepresentationHonglin Shu, Pei Gao, Lingwei Zhu, Zheng Chen 0012, Yasuko Matsubara, Yasushi Sakurai. 103-117 [doi]
- ParaNet:Parallel Networks with Pre-trained Models for Text ClassificationYujia Wu, Xin Guo, Yi Wei, Xingli Chen. 121-135 [doi]
- Open Text Classification Based on Dynamic Boundary BalanceGanlin Xu, Jianzhou Feng 0002, Qikai Wei. 136-150 [doi]
- A Prompt Tuning Method for Chinese Medical Text ClassificationWenhao Li, Junfeng Zhao, Hanqing Gao. 151-166 [doi]
- TabMentor: Detect Errors on Tabular Data with Noisy LabelsYaru Zhang, Jianbin Qin, Yaoshu Wang, Muhammad Asif Ali, Yan Ji, Rui Mao 0001. 167-182 [doi]
- Label-Aware Hierarchical Contrastive Domain Adaptation for Cross-Network Node ClassificationPeng Xue, Mengqiu Shao, Xi Zhou, Xiao Shen 0001. 183-198 [doi]
- Semi-supervised Classification Based on Graph Convolution Encoder Representations from BERTJinli Zhang, Zongli Jiang, Chen Li, Zhenbo Wang. 199-213 [doi]
- Global Balanced Text Classification for Stable Disease DiagnosisZhuoyang Xu, Xuehan Jiang, Siyue Chen, Yue Zhao, Gang Hu, Xingzhi Sun, Guotong Xie. 214-228 [doi]
- Dominance Maximization in Uncertain GraphsAtharva Tekawade, Suman Banerjee 0002. 231-246 [doi]
- LAGCL: Towards Stable and Automated Graph Contrastive LearningHengrui Gu, Ying Wang, Xin Wang. 247-260 [doi]
- Discriminative Graph-Level Anomaly Detection via Dual-Students-Teacher ModelFu Lin, Xuexiong Luo, Jia Wu 0001, Jian Yang 0001, Shan Xue, Zitong Wang, Haonan Gong. 261-276 [doi]
- Common-Truss-Based Community Search on Multilayer GraphsXudong Liu, Zhaonian Zou. 277-291 [doi]
- Learning to Predict Shortest Path DistanceZhixin Qu, Zixiao Zong, Jianfang Zhang. 292-307 [doi]
- Efficient Regular Path Query Evaluation with Structural Path ConstraintsTao Qiu, Yuhan Wang, Meng-xiang Wang, Chuanyu Zong, Rui Zhu 0003, Xiufeng Xia. 308-322 [doi]
- EnSpeciVAT: Enhanced SpecieVAT for Cluster Tendency Identification in GraphsSiqi Xia, Sutharshan Rajasegarar, Christopher Leckie, Sarah M. Erfani, Jeffrey Chan, Lei Pan 0002. 323-337 [doi]
- Pessimistic Adversarially Regularized Learning for Graph EmbeddingMengyao Li, Yinghao Song, Long Yan, Hanbin Feng, Yulun Song, Yang Li, Gongju Wang. 338-351 [doi]
- 2HGCL: Multi-scale Meta-path Integrated Heterogeneous Graph Contrastive LearningYuanyuan Guo, Yu Xia, Rui Wang, Rongcheng Duan, Lu Li, Jiangmeng Li. 352-367 [doi]