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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Ruihong Qiu
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Posts
Explanation of NNGP: Neural Network Gaussian Process
Published:
Explanation of the paper Deep Neural Networks as Gaussian Process, ICLR 2018.
Explanation of CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information
Published:
Explanation of the paper CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information, ICML 2020.
Explanation of On Variational Bounds of Mutual Information
Published:
Explanation of the paper On Variational Bounds of Mutual Information, ICML 2019.
Explanation of Contrastive Predictive Coding
Published:
Explanation of the paper Representing Learning with Contrastive Predictive Coding, arXiv 2019.
Inequalities
Published:
Introduction of probability and expectation inequalities.
Explanation of Mutual Information Neural Estimation
Published:
Explanation of the paper Mutual Information Neural Estimation, ICML 2018.
portfolio
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publications
Rethinking the Item Order in Session-based Recommendation with Graph Neural Networks
Published in CIKM, 2019
Ruihong Qiu, Jingjing Li, Zi Huang, Hongzhi Yin
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Exploiting Cross-session Information for Session-based Recommendation with Graph Neural Networks
Published in TOIS, 2020
Ruihong Qiu, Zi Huang, Jingjing Li, Hongzhi Yin
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GAG: Global Attributed Graph Neural Network for Streaming Session-based Recommendation
Published in SIGIR, 2020
Ruihong Qiu, Hongzhi Yin, Zi Huang, Tong Chen
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Exploiting Positional Information for Session-based Recommendation
Published in TOIS, 2021
Ruihong Qiu, Zi Huang, Tong Chen, Hongzhi Yin
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Enhancing Generalized Zero-Shot Learning by Visual Perturbation
Published in MM, 2021
Zhi Chen, Yadan Luo, Sen Wang, Ruihong Qiu, Jingjing Li, Zi Huang
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CausalRec: Causal Inference for Visual Debiasing in Visually-Aware Recommendation
Published in MM (oral), 2021
Ruihong Qiu, Sen Wang, Zhi Chen, Hongzhi Yin, Zi Huang
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Learning to Diversify for Single Domain Generalization
Published in ICCV, 2021
Zijian Wang, Yadan Luo, Ruihong Qiu, Zi Huang, Mahsa Baktashmotlagh
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Semantics Disentangling for Generalized Zero-Shot Learning
Published in ICCV, 2021
Zhi Chen, Yadan Luo, Ruihong Qiu, Sen Wang, Zi Huang, Jingjing Li, Zheng Zhang
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Memory Augmented Multi-Instance Contrastive Predictive Coding for Sequential Recommendation
Published in ICDM, 2021
Ruihong Qiu, Zi Huang, Hongzhi Yin
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Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation
Published in WSDM, 2022
Ruihong Qiu, Zi Huang, Hongzhi Yin, Zijian Wang
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Beyond Double Ascent via Recurrent Neural Tangent Kernel in Sequential Recommendation
Published in ICDM, 2022
Ruihong Qiu, Zi Huang, Hongzhi Yin
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