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Few-Shot Learning via Learning the Representation, Provably


Feb 21, 2020
Simon S. Du, Wei Hu, Sham M. Kakade, Jason D. Lee, Qi Lei


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Crowdsourced Collective Entity Resolution with Relational Match Propagation


Feb 21, 2020
Jiacheng Huang, Wei Hu, Zhifeng Bao, Yuzhong Qu

* Accepted by the 36th IEEE International Conference on Data Engineering (ICDE 2020) 

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Open Knowledge Enrichment for Long-tail Entities


Feb 19, 2020
Ermei Cao, Difeng Wang, Jiacheng Huang, Wei Hu

* Accepted by the 29th International World Wide Web Conference (WWW 2020) 

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Fast Graph Metric Learning via Gershgorin Disc Alignment


Feb 15, 2020
Cheng Yang, Gene Cheung, Wei Hu

* accepted to ICASSP 2020 

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Provable Benefit of Orthogonal Initialization in Optimizing Deep Linear Networks


Jan 16, 2020
Wei Hu, Lechao Xiao, Jeffrey Pennington

* International Conference on Learning Representations (ICLR) 2020 

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GraphPoseGAN: 3D Hand Pose Estimation from a Monocular RGB Image via Adversarial Learning on Graphs


Dec 04, 2019
Yiming He, Wei Hu, Siyuan Yang, Xiaochao Qu, Pengfei Wan, Zongming Guo


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Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation


Nov 20, 2019
Zequn Sun, Chengming Wang, Wei Hu, Muhao Chen, Jian Dai, Wei Zhang, Yuzhong Qu

* Accepted by the 34th AAAI Conference on Artificial Intelligence (AAAI 2020) 

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GraphTER: Unsupervised Learning of Graph Transformation Equivariant Representations via Auto-Encoding Node-wise Transformations


Nov 19, 2019
Xiang Gao, Wei Hu, Guo-Jun Qi


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