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Group-Node Attention for Community Evolution Prediction


Jul 09, 2021
Matt Revelle, Carlotta Domeniconi, Ben Gelman


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Few-Shot Partial-Label Learning


Jun 02, 2021
Yunfeng Zhao, Guoxian Yu, Lei Liu, Zhongmin Yan, Lizhen Cui, Carlotta Domeniconi

* Accepted by International Joint Conference on Artificial Intelligence (IJCAI2021) 

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Unsupervised Selective Manifold Regularized Matrix Factorization


Oct 20, 2020
Priya Mani, Carlotta Domeniconi, Igor Griva


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Effects of Model Misspecification on Bayesian Bandits: Case Studies in UX Optimization


Oct 07, 2020
Mack Sweeney, Matthew van Adelsberg, Kathryn Laskey, Carlotta Domeniconi

* 10 pages, 4 figures, accepted at ICDM 2020 

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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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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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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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Active Multi-Label Crowd Consensus


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


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Unsupervised Boosting-based Autoencoder Ensembles for Outlier Detection


Oct 22, 2019
Hamed Sarvari, Carlotta Domeniconi, Bardh Prenkaj, Giovanni Stilo

* 9 pages 

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Estimator Vectors: OOV Word Embeddings based on Subword and Context Clue Estimates


Oct 18, 2019
Raj Patel, Carlotta Domeniconi


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Cross-modal Zero-shot Hashing


Aug 19, 2019
Xuanwu Liu, Zhao Li, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang


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Weakly-paired Cross-Modal Hashing


May 29, 2019
Xuanwu Liu, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang


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ActiveHNE: Active Heterogeneous Network Embedding


May 15, 2019
Xia Chen, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Zhao Li, Xiangliang Zhang

* Accepted to IJCAI2019 

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Multi-View Multi-Instance Multi-Label Learning based on Collaborative Matrix Factorization


May 15, 2019
Yuying Xing, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Zili Zhang, Maozu Guo

* 8 pages, 8 figures, uses aaai19.sty, accepted to AAAI2019 

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Multi-View Multiple Clustering


May 13, 2019
Shixing Yao, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang

* 7 pages, 5 figures, uses ijcai19.sty 

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Ranking-based Deep Cross-modal Hashing


May 11, 2019
Xuanwu Liu, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Yazhou Ren, Maozu Guo


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Multiple Independent Subspace Clusterings


May 10, 2019
Xing Wang, Jun Wang, Carlotta Domeniconi, Guoxian Yu, Guoqiang Xiao, Maozu Guo

* AAAI2019 

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Graph-based Selective Outlier Ensembles


Apr 17, 2018
Hamed Sarvari, Carlotta Domeniconi, Giovanni Stilo

* 16 pages 

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Theoretical and Empirical Analysis of a Parallel Boosting Algorithm


Aug 06, 2015
Uday Kamath, Carlotta Domeniconi, Kenneth De Jong


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