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Carl Yang

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A Bird's-Eye Tutorial of Graph Attention Architectures

Jun 06, 2022
Kaustubh D. Dhole, Carl Yang

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FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation

May 29, 2022
Xuan Kan, Hejie Cui, Joshua Lukemire, Ying Guo, Carl Yang

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Data-Free Adversarial Knowledge Distillation for Graph Neural Networks

May 08, 2022
Yuanxin Zhuang, Lingjuan Lyu, Chuan Shi, Carl Yang, Lichao Sun

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Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation

Apr 11, 2022
Kai Zhang, Yu Wang, Hongyi Wang, Lifu Huang, Carl Yang, Lichao Sun

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Shift-Robust Node Classification via Graph Adversarial Clustering

Mar 07, 2022
Qi Zhu, Chao Zhang, Chanyoung Park, Carl Yang, Jiawei Han

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Graph Auto-Encoder Via Neighborhood Wasserstein Reconstruction

Feb 18, 2022
Mingyue Tang, Carl Yang, Pan Li

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Exploiting Data Sparsity in Secure Cross-Platform Social Recommendation

Feb 15, 2022
Jamie Cui, Chaochao Chen, Lingjuan Lyu, Carl Yang, Li Wang

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How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation

Jan 12, 2022
Hejie Cui, Jiaying Lu, Yao Ge, Carl Yang

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Structure-Preserving Graph Kernel for Brain Network Classification

Nov 21, 2021
Zhaomin Kong, Aditya Kendre, Jun Yu, Hao Peng, Carl Yang, Lichao Sun, Alex Leow, Lifang He

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Weakly Supervised Concept Map Generation through Task-Guided Graph Translation

Nov 01, 2021
Jiaying Lu, Xiangjue Dong, Carl Yang

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