Hejie Cui - researchr alias

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Viewing Publication 1 - 24 from 24

2023

BrainGB: A Benchmark for Brain Network Analysis With Graph Neural NetworksHejie Cui, Wei Dai, Yanqiao Zhu 0001, Xuan Kan, Antonio Aodong Chen Gu, Joshua Lukemire, Liang Zhan, Lifang He 0001, Ying Guo, Carl Yang. tmi, 42(2):493-506, February 2023. [doi]

PV2TEA: Patching Visual Modality to Textual-Established Information ExtractionHejie Cui, Rongmei Lin, Nasser Zalmout, Chenwei Zhang, Jingbo Shang, Carl Yang, Xian Li. acl 2023: 2026-2041 [doi]

Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model PromptingHejie Cui, XinYu Fang, Zihan Zhang, Ran Xu, Xuan Kan, Xin Liu, Yue Yu, Manling Li, Yangqiu Song, Carl J. Yang 0001. nips 2023: [doi]

Transformer-Based Hierarchical Clustering for Brain Network AnalysisWei Dai, Hejie Cui, Xuan Kan, Ying Guo, Sanne van Rooij, Carl Yang. isbi 2023: 1-5 [doi]

Dynamic Brain Transformer with Multi-Level Attention for Functional Brain Network AnalysisXuan Kan, Antonio Aodong Chen Gu, Hejie Cui, Ying Guo, Carl J. Yang. bhi 2023: 1-4 [doi]

R-Mixup: Riemannian Mixup for Biological NetworksXuan Kan, Zimu Li, Hejie Cui, Yue Yu, Ran Xu, Shaojun Yu, Zilong Zhang, Ying Guo, Carl Yang. kdd 2023: 1073-1085 [doi]

Neighborhood-Regularized Self-Training for Learning with Few LabelsRan Xu, Yue Yu, Hejie Cui, Xuan Kan, Yanqiao Zhu 0001, Joyce C. Ho, Chao Zhang 0014, Carl Yang. AAAI 2023: 10611-10619 [doi]

PTGB: Pre-Train Graph Neural Networks for Brain Network AnalysisYi Yang, Hejie Cui, Carl Yang. chil 2023: 526-544 [doi]

Deep Dag Learning of Effective Brain Connectivity for FMRI AnalysisYue Yu, Xuan Kan, Hejie Cui, Ran Xu, Yujia Zheng, Xiangchen Song, Yanqiao Zhu 0001, Kun Zhang 0001, Razieh Nabi, Ying Guo, Chao Zhang 0014, Carl Yang. isbi 2023: 1-5 [doi]

2022

Structure-Enhanced Heterogeneous Graph Contrastive LearningYanqiao Zhu 0001, Yichen Xu, Hejie Cui, Carl Yang, Qiang Liu 0006, Shu Wu. sdm 2022: 82-90 [doi]

Joint Embedding of Structural and Functional Brain Networks with Graph Neural Networks for Mental Illness DiagnosisYanqiao Zhu 0001, Hejie Cui, Lifang He 0001, Lichao Sun, Carl Yang. embc 2022: 272-276 [doi]

On Positional and Structural Node Features for Graph Neural Networks on Non-attributed GraphsHejie Cui, Zijie Lu, Pan Li 0005, Carl Yang. CIKM 2022: 3898-3902 [doi]

How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map GenerationHejie Cui, Jiaying Lu 0001, Yao Ge, Carl Yang. ecir 2022: 75-83 [doi]

BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks (Extended Abstract)Hejie Cui, Wei Dai, Yanqiao Zhu 0001, Xuan Kan, Antonio Aodong Chen Gu, Joshua Lukemire, Liang Zhan, Lifang He 0001, Ying Guo, Carl Yang. bigdataconf 2022: 4968-4969 [doi]

Interpretable Graph Neural Networks for Connectome-Based Brain Disorder AnalysisHejie Cui, Wei Dai, Yanqiao Zhu 0001, Xiaoxiao Li, Lifang He 0001, Carl Yang. miccai 2022: 375-385 [doi]

Transformer-Based Hierarchical Clustering for Brain Network Analysis (Extended Abstract)Wei Dai, Hejie Cui, Xuan Kan, Ying Guo, Carl Yang. bigdataconf 2022: 4970-4971 [doi]

Brain Network TransformerXuan Kan, Wei Dai, Hejie Cui, Zilong Zhang, Ying Guo, Carl Yang. nips 2022: [doi]

FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network GenerationXuan Kan, Hejie Cui, Joshua Lukemire, Ying Guo, Carl Yang. midl 2022: 618-637 [doi]

Multi-View Brain Network Analysis with Cross-View Missing Network GenerationGongxu Luo, Chenyang Li, Hejie Cui, Lichao Sun 0001, Lifang He 0001, Carl Yang. bibm 2022: 108-115 [doi]

Pre-train Graph Neural Networks for Brain Network Analysis (Extended Abstract)Yi Yang, Hejie Cui, Carl Yang. bigdataconf 2022: 4993-4994 [doi]

Data-Efficient Brain Connectome Analysis via Multi-Task Meta-LearningYi Yang, Yanqiao Zhu 0001, Hejie Cui, Xuan Kan, Lifang He 0001, Ying Guo, Carl Yang. kdd 2022: 4743-4751 [doi]

Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks (Extended Abstract)Yue Yu, Xuan Kan, Hejie Cui, Ran Xu, Yujia Zheng, Xiangchen Song, Yanqiao Zhu 0001, Kun Zhang 0001, Razieh Nabi, Ying Guo, Chao Zhang, Carl Yang. bigdataconf 2022: 4995-4996 [doi]

2021

Zero-Shot Scene Graph Relation Prediction Through Commonsense Knowledge IntegrationXuan Kan, Hejie Cui, Carl Yang. pkdd 2021: 466-482 [doi]

2018

A Method to Predict the Performance and Storage of Executing Contract for Ethereum Consortium-BlockchainHuijuan Zhang, Chengxin Jin, Hejie Cui. icbc 2018: 63-74 [doi]

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