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Neil Shah
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Link Prediction with Non-Contrastive Learning


Nov 25, 2022
William Shiao, Zhichun Guo, Tong Zhao, Evangelos E. Papalexakis, Yozen Liu, Neil Shah

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Linkless Link Prediction via Relational Distillation


Oct 19, 2022
Zhichun Guo, William Shiao, Shichang Zhang, Yozen Liu, Nitesh Chawla, Neil Shah, Tong Zhao

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A Practical, Progressively-Expressive GNN


Oct 18, 2022
Lingxiao Zhao, Louis Härtel, Neil Shah, Leman Akoglu

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* NeurIPS 2022 
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Forget Unlearning: Towards True Data-Deletion in Machine Learning


Oct 17, 2022
Rishav Chourasia, Neil Shah, Reza Shokri

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* Submitted to ICLR 2023 
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Empowering Graph Representation Learning with Test-Time Graph Transformation


Oct 07, 2022
Wei Jin, Tong Zhao, Jiayuan Ding, Yozen Liu, Jiliang Tang, Neil Shah

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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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MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization


Sep 30, 2022
Xiaotian Han, Tong Zhao, Yozen Liu, Xia Hu, Neil Shah

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Flashlight: Scalable Link Prediction with Effective Decoders


Sep 22, 2022
Yiwei Wang, Bryan Hooi, Yozen Liu, Tong Zhao, Zhichun Guo, Neil Shah

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Are Graph Neural Networks Really Helpful for Knowledge Graph Completion?


May 21, 2022
Juanhui Li, Harry Shomer, Jiayuan Ding, Yiqi Wang, Yao Ma, Neil Shah, Jiliang Tang, Dawei Yin

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