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Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning


Apr 11, 2021
Tong Chen, Hongzhi Yin, Jie Ren, Zi Huang, Xiangliang Zhang, Hao Wang

* Manuscript is under review 

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Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modelling


Apr 11, 2021
Tong Chen, Hongzhi Yin, Xiangliang Zhang, Zi Huang, Yang Wang, Meng Wang

* Manuscript is under review 

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Fast-adapting and Privacy-preserving Federated Recommender System


Apr 09, 2021
Qinyong Wang, Hongzhi Yin, Tong Chen, Junliang Yu, Alexander Zhou, Xiangliang Zhang


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Hierarchical Hyperedge Embedding-based Representation Learning for Group Recommendation


Mar 24, 2021
Lei Guo, Hongzhi Yin, Tong Chen, Xiangliang Zhang, Kai Zheng


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Combat Data Shift in Few-shot Learning with Knowledge Graph


Feb 26, 2021
Yongchun Zhu, Fuzhen Zhuang, Xiangliang Zhang, Zhiyuan Qi, Zhiping Shi, Qing He

* 10 pages, 3 figures 

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Graph Embedding for Recommendation against Attribute Inference Attacks


Jan 29, 2021
Shijie Zhang, Hongzhi Yin, Tong Chen, Zi Huang, Lizhen Cui, Xiangliang Zhang


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Does Head Label Help for Long-Tailed Multi-Label Text Classification


Jan 24, 2021
Lin Xiao, Xiangliang Zhang, Liping Jing, Chi Huang, Mingyang Song

* Accepted by AAAI2021 

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Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation


Jan 21, 2021
Junliang Yu, Hongzhi Yin, Jundong Li, Qinyong Wang, Nguyen Quoc Viet Hung, Xiangliang Zhang

* 12 pages, Accepted to WWW'21 

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FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection


Jan 08, 2021
Guanhua Ye, Hongzhi Yin, Tong Chen, Hongxu Chen, Lizhen Cui, Xiangliang Zhang

* To appear in JBHI 

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Characterizing the Evasion Attackability of Multi-label Classifiers


Dec 21, 2020
Zhuo Yang, Yufei Han, Xiangliang Zhang

* Accepted by AAAI2021 

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ASAD: A Twitter-based Benchmark Arabic Sentiment Analysis Dataset


Nov 01, 2020
Basma Alharbi, Hind Alamro, Manal Alshehri, Zuhair Khayyat, Manal Kalkatawi, Inji Ibrahim Jaber, Xiangliang Zhang


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Multi-typed Objects Multi-view Multi-instance Multi-label Learning


Oct 06, 2020
Yuanlin Yang, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang

* ICDM2020 

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Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation


Oct 05, 2020
Uchenna Akujuobi, Jun Chen, Mohamed Elhoseiny, Michael Spranger, Xiangliang Zhang

* Accepted for Neurips 2020 

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Deep Incomplete Multi-View Multiple Clusterings


Oct 02, 2020
Shaowei Wei, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang

* 10 pages, ICDM2020 

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Self-supervised Smoothing Graph Neural Networks


Sep 02, 2020
Lu Yu, Shichao Pei, Chuxu Zhang, Lizhong Ding, Jun Zhou, Longfei Li, Xiangliang Zhang

* 11 pages, 2 figures 

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PAGE: A Simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimization


Aug 25, 2020
Zhize Li, Hongyan Bao, Xiangliang Zhang, Peter Richtárik

* 30 pages 

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SenWave: Monitoring the Global Sentiments under the COVID-19 Pandemic


Jun 18, 2020
Qiang Yang, Hind Alamro, Somayah Albaradei, Adil Salhi, Xiaoting Lv, Changsheng Ma, Manal Alshehri, Inji Jaber, Faroug Tifratene, Wei Wang, Takashi Gojobori, Carlos M. Duarte, Xin Gao, Xiangliang Zhang


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Addressing Class-Imbalance Problem in Personalized Ranking


May 19, 2020
Lu Yu, Shichao Pei, Chuxu Zhang, Shangsong Liang, XIao Bai, Xiangliang Zhang

* Preprint 

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Efficient long-distance relation extraction with DG-SpanBERT


Apr 07, 2020
Jun Chen, Robert Hoehndorf, Mohamed Elhoseiny, Xiangliang Zhang


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Attention-Aware Answers of the Crowd


Jan 07, 2020
Jingzheng Tu, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang

* This paper was accepted by SDM'2020 

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Multi-View Multiple Clusterings using Deep Matrix Factorization


Nov 26, 2019
Shaowei Wei, Jun Wang, Guoxian Yu, Carlotta, Xiangliang Zhang


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Collaborative Graph Walk for Semi-supervised Multi-Label Node Classification


Nov 17, 2019
Uchenna Akujuobi, Han Yufei, Qiannan Zhang, Xiangliang Zhang

* Accepted for IEEE International Conference on Data Mining (ICDM) 2019 

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Prototypical Networks for Multi-Label Learning


Nov 17, 2019
Zhuo Yang, Yufei Han, Guoxian Yu, Xiangliang Zhang


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Active Multi-Label Crowd Consensus


Nov 07, 2019
Jinzheng Tu, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Xiangliang Zhang


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Recurrent Attention Walk for Semi-supervised Classification


Oct 22, 2019
Uchenna Akujuobi, Qiannan Zhang, Han Yufei, Xiangliang Zhang

* Accepted for WSDM 2020 

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