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Yanfang Ye

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Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering

Oct 10, 2022
Mingxuan Ju, Wenhao Yu, Tong Zhao, Chuxu Zhang, Yanfang Ye

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Multi-objective Deep Data Generation with Correlated Property Control

Oct 06, 2022
Shiyu Wang, Xiaojie Guo, Xuanyang Lin, Bo Pan, Yuanqi Du, Yinkai Wang, Yanfang Ye, Ashley Ann Petersen, Austin Leitgeb, Saleh AlKhalifa, Kevin Minbiole, Bill Wuest, Amarda Shehu, Liang Zhao

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Multi-task Self-supervised Graph Neural Networks Enable Stronger Task Generalization

Oct 05, 2022
Mingxuan Ju, Tong Zhao, Qianlong Wen, Wenhao Yu, Neil Shah, Yanfang Ye, Chuxu Zhang

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Diving into Unified Data-Model Sparsity for Class-Imbalanced Graph Representation Learning

Oct 01, 2022
Chunhui Zhang, Chao Huang, Yijun Tian, Qianlong Wen, Zhongyu Ouyang, Youhuan Li, Yanfang Ye, Chuxu Zhang

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Contrastive Graph Few-Shot Learning

Sep 30, 2022
Chunhui Zhang, Hongfu Liu, Jundong Li, Yanfang Ye, Chuxu Zhang

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Adversarial Cross-View Disentangled Graph Contrastive Learning

Sep 16, 2022
Qianlong Wen, Zhongyu Ouyang, Chunhui Zhang, Yiyue Qian, Yanfang Ye, Chuxu Zhang

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Few-Shot Learning on Graphs: A Survey

Mar 17, 2022
Chuxu Zhang, Kaize Ding, Jundong Li, Xiangliang Zhang, Yanfang Ye, Nitesh V. Chawla, Huan Liu

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Disentangled Spatiotemporal Graph Generative Models

Feb 28, 2022
Yuanqi Du, Xiaojie Guo, Hengning Cao, Yanfang Ye, Liang Zhao

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Black-box Node Injection Attack for Graph Neural Networks

Feb 18, 2022
Mingxuan Ju, Yujie Fan, Yanfang Ye, Liang Zhao

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Adaptive Kernel Graph Neural Network

Dec 08, 2021
Mingxuan Ju, Shifu Hou, Yujie Fan, Jianan Zhao, Liang Zhao, Yanfang Ye

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