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Overview of the Arabic Sentiment Analysis 2021 Competition at KAUST


Sep 29, 2021
Hind Alamro, Manal Alshehri, Basma Alharbi, Zuhair Khayyat, Manal Kalkatawi, Inji Ibrahim Jaber, Xiangliang Zhang


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AppQ: Warm-starting App Recommendation Based on View Graphs


Sep 08, 2021
Dan Su, Jiqiang Liu, Sencun Zhu, Xiaoyang Wang, Wei Wang, Xiangliang Zhang

* 13 pages, 11 figures 

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FARF: A Fair and Adaptive Random Forests Classifier


Aug 21, 2021
Wenbin Zhang, Albert Bifet, Xiangliang Zhang, Jeremy C. Weiss, Wolfgang Nejdl


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MWP-BERT: A Strong Baseline for Math Word Problems


Jul 28, 2021
Zhenwen Liang, Jipeng Zhang, Jie Shao, Xiangliang Zhang


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Attack Transferability Characterization for Adversarially Robust Multi-label Classification


Jun 29, 2021
Zhuo Yang, Yufei Han, Xiangliang Zhang

* Accepted in ECML-PKDD 2021 

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Socially-Aware Self-Supervised Tri-Training for Recommendation


Jun 15, 2021
Junliang Yu, Hongzhi Yin, Min Gao, Xin Xia, Xiangliang Zhang, Nguyen Quoc Viet Hung

* 9 pages, accepted by KDD'21 

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Scientific Dataset Discovery via Topic-level Recommendation


Jun 07, 2021
Basmah Altaf, Shichao Pei, Xiangliang Zhang


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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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