Carlotta Domeniconi

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 116

Top Venues

Publications

Cong Su, Guoxian Yu, Yongqing Zheng, Jun Wang, Zhengtian Wu, Xiangliang Zhang, Carlotta Domeniconi
Causality-Based Fair Multiple Decision by Response Functions. ACM Trans. Knowl. Discov. Data 18 (3) (2024)
Jiaxuan Liang, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang, Maozu Guo
Gradient-Based Local Causal Structure Learning. IEEE Trans. Cybern. 54 (1) (2024)
Yunfeng Zhao, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Maozu Guo, Xiangliang Zhang, Lizhen Cui
Personalized Federated Few-Shot Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Guoxian Yu, Liangrui Ren, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
Multiple clusterings: Recent advances and perspectives. Comput. Sci. Rev. 52 (2024)
Yifan Sun, Yunfeng Zhao, Guoxian Yu, Zhongmin Yan, Carlotta Domeniconi
Few-shot partial multi-label learning with synthetic features network. Knowl. Inf. Syst. 66 (2) (2024)
Jonathan Vasquez, Carlotta Domeniconi, Huzefa Rangwala
DispaRisk: Assessing and Interpreting Disparity Risks in Datasets. CoRR (2024)
Dezhi Yang, Xintong He, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Jinglin Zhang
Federated Causality Learning with Explainable Adaptive Optimization. AAAI (2024)
Xiangping Kang, Guoxian Yu, Qingzhong Li, Jun Wang, Hui Li, Carlotta Domeniconi
Semi-Asynchronous Online Federated Crowdsourcing. ICDE (2024)
Raj Patel, Abhisekh Rana, Sean Luke, Carlotta Domeniconi, Hamdi Kavak, Jim Jones, Andrew Crooks
Simulation and Optimization Techniques for the Mitigation of Disruptions to Supply Chains. ANNSIM (2023)
Dezhi Yang, Xintong He, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Jinglin Zhang
Federated Causality Learning with Explainable Adaptive Optimization. CoRR (2023)
Raj Patel, Carlotta Domeniconi
Enhancing Out-of-Vocabulary Estimation with Subword Attention. ACL (Findings) (2023)
Yunfeng Zhao, Guoxian Yu, Lei Liu, Zhongmin Yan, Carlotta Domeniconi, Xiayan Zhang, Lizhen Cui
Few-shot partial multi-label learning via prototype rectification. Knowl. Inf. Syst. 65 (4) (2023)
Liang-Rui Ren, Guoxian Yu, Jun Wang, Lei Liu, Carlotta Domeniconi, Xiangliang Zhang
A Diversified Attention Model for Interpretable Multiple Clusterings. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Zijun Gao, Jun Wang, Guoxian Yu, Zhongmin Yan, Carlotta Domeniconi, Jinglin Zhang
Long-Tail Cross Modal Hashing. AAAI (2023)
Xiangping Kang, Guoxian Yu, Jun Wang, Wei Guo, Carlotta Domeniconi, Jinglin Zhang
Incentive-Boosted Federated Crowdsourcing. AAAI (2023)
Jiaxuan Liang, Jun Wang, Guoxian Yu, Wei Guo, Carlotta Domeniconi, Maozu Guo
Directed Acyclic Graph Learning on Attributed Heterogeneous Network. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Sichao Qiu, Mengyi Wang, Yuanlin Yang, Guoxian Yu, Jun Wang, Zhongmin Yan, Carlotta Domeniconi, Maozu Guo
Meta Multi-Instance Multi-Label learning by heterogeneous network fusion. Inf. Fusion 94 (2023)
Xiangping Kang, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Wei Guo, Yazhou Ren, Xiayan Zhang, Lizhen Cui
Self-paced annotations of crowd workers. Knowl. Inf. Syst. 64 (12) (2022)
Guoxian Yu, Xuanwu Liu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
Flexible Cross-Modal Hashing. IEEE Trans. Neural Networks Learn. Syst. 33 (1) (2022)
Guoxian Yu, Yuying Xing, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
Multiview Multi-Instance Multilabel Active Learning. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Abhisekh Rana, Hamdi Kavak, Andrew Crooks, Sean Luke, Carlotta Domeniconi, Jim Jones
Mitigation of Optimized Pharmaceutical Supply Chain Disruptions by Criminal Agents. SBP-BRiMS (2022)
Xuanwu Liu, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Guoqiang Xiao, Maozu Guo
Weakly Supervised Cross-Modal Hashing. IEEE Trans. Big Data 8 (2) (2022)
Bahman Pedrood, Carlotta Domeniconi, Kathryn B. Laskey
Hypergraph Simultaneous Generators. AISTATS (2022)
Zijun Gao, Jun Wang, Guoxian Yu, Zhongmin Yan, Carlotta Domeniconi, Jinglin Zhang
Long-tail Cross Modal Hashing. CoRR (2022)
Priya Mani, Carlotta Domeniconi
Hub-VAE: Unsupervised Hub-based Regularization of Variational Autoencoders. CoRR (2022)
Xiangping Kang, Guoxian Yu, Jun Wang, Wei Guo, Carlotta Domeniconi, Jinglin Zhang
Incentive-boosted Federated Crowdsourcing. CoRR (2022)
Sichao Qiu, Guoxian Yu, Xudong Lu, Carlotta Domeniconi, Maozu Guo
Isoform function prediction by Gene Ontology embedding. Bioinform. 38 (19) (2022)
Guoxian Yu, Xia Chen, Carlotta Domeniconi, Jun Wang, Zhao Li, Zili Zhang, Xiangliang Zhang
CMAL: Cost-Effective Multi-Label Active Learning by Querying Subexamples. IEEE Trans. Knowl. Data Eng. 34 (5) (2022)
Yifan Sun, Yunfeng Zhao, Guoxian Yu, Zhongmin Yan, Carlotta Domeniconi
Few-shot Partial Multi-label Learning with Data Augmentation. ICDM (2022)
Qiaoyu Tan, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
Individuality- and Commonality-Based Multiview Multilabel Learning. IEEE Trans. Cybern. 51 (3) (2021)
Jinzheng Tu, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Maozu Guo, Xiangliang Zhang
CrowdWT: Crowdsourcing via Joint Modeling of Workers and Tasks. ACM Trans. Knowl. Discov. Data 15 (1) (2021)
Runmin Wang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang
Meta Cross-Modal Hashing on Long-Tailed Data. CoRR (2021)
Yunfeng Zhao, Guoxian Yu, Lei Liu, Zhongmin Yan, Carlotta Domeniconi, Lizhen Cui
Few-Shot Partial Multi-Label Learning. ICDM (2021)
Shaowei Wei, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
Multiple clusterings of heterogeneous information networks. Mach. Learn. 110 (6) (2021)
Guangyang Han, Guoxian Yu, Lei Liu, Lizhen Cui, Carlotta Domeniconi, Xiangliang Zhang
Open-Set Crowdsourcing using Multiple-Source Transfer Learning. CoRR (2021)
Guangyang Han, Guoxian Yu, Lizhen Cui, Carlotta Domeniconi, Xiangliang Zhang
Crowdsourcing with Meta-Workers: A New Way to Save the Budget. CoRR (2021)
Matt Revelle, Carlotta Domeniconi, Ben U. Gelman
Group-node attention for community evolution prediction. ASONAM (2021)
Guoxian Yu, Guangjie Zhou, Xiangliang Zhang, Carlotta Domeniconi, Maozu Guo
DMIL-IsoFun: predicting isoform function using deep multi-instance learning. Bioinform. 37 (24) (2021)
Runmin Wang, Guoxian Yu, Lei Liu, Lizhen Cui, Carlotta Domeniconi, Xiangliang Zhang
Cross-modal Zero-shot Hashing by Label Attributes Embedding. CoRR (2021)
Priya Mani, Carlotta Domeniconi, Igor Griva
Unsupervised Selective Manifold Regularized Matrix Factorization. SDM (2021)
Yuanlin Yang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang
Deep Multi-type Objects Muli-view Multi-instance Multi-label Learning. SDM (2021)
Jun Wang, Xing Wang, Guoxian Yu, Carlotta Domeniconi, Zhiwen Yu, Zili Zhang
Discovering Multiple Co-Clusterings With Matrix Factorization. IEEE Trans. Cybern. 51 (7) (2021)
Hamed Sarvari, Carlotta Domeniconi, Bardh Prenkaj, Giovanni Stilo
Unsupervised Boosting-Based Autoencoder Ensembles for Outlier Detection. PAKDD (1) (2021)
Matt Revelle, Carlotta Domeniconi, Ben U. Gelman
Group-Node Attention for Community Evolution Prediction. CoRR (2021)
Yunfeng Zhao, Guoxian Yu, Lei Liu, Zhongmin Yan, Lizhen Cui, Carlotta Domeniconi
Few-Shot Partial-Label Learning. CoRR (2021)
Jun Wang, Ziying Yang, Carlotta Domeniconi, Xiangliang Zhang, Guoxian Yu
Cooperative driver pathway discovery via fusion of multi-relational data of genes, miRNAs and pathways. Briefings Bioinform. 22 (2) (2021)
Xianxue Yu, Guoxian Yu, Jun Wang, Carlotta Domeniconi
Co-Clustering Ensembles Based on Multiple Relevance Measures. IEEE Trans. Knowl. Data Eng. 33 (4) (2021)
Chuanwei Qu, Kuangmeng Wang, Hong Zhang, Guoxian Yu, Carlotta Domeniconi
Incomplete Multi-view Multi-label Active Learning. ICDM (2021)
Yunfeng Zhao, Guoxian Yu, Lei Liu, Zhongmin Yan, Lizhen Cui, Carlotta Domeniconi
Few-Shot Partial-Label Learning. IJCAI (2021)
Xiangping Kang, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Wei Guo, Yazhou Ren, Lizhen Cui
Crowdsourcing with Self-paced Workers. ICDM (2021)
Yuanlin Yang, Guoxian Yu, Jun Wang, Lei Liu, Carlotta Domeniconi, Maozu Guo
MetaMIML: Meta Multi-Instance Multi-Label Learning. CoRR (2021)
Guoxian Yu, Jinzheng Tu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
Active Multilabel Crowd Consensus. IEEE Trans. Neural Networks Learn. Syst. 32 (4) (2021)
Guangjin Ou, Guoxian Yu, Carlotta Domeniconi, Xuequan Lu, Xiangliang Zhang
Multi-label zero-shot learning with graph convolutional networks. Neural Networks 132 (2020)
Jinzheng Tu, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Guoqiang Xiao, Maozu Guo
Multi-label crowd consensus via joint matrix factorization. Knowl. Inf. Syst. 62 (4) (2020)
Tingting Yu, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
Partial Multi-label Learning using Label Compression. ICDM (2020)
Ira Assent, Carlotta Domeniconi, Aristides Gionis, Eyke Hüllermeier
Introduction to the special issue of the ECML PKDD 2020 journal track. Data Min. Knowl. Discov. 34 (5) (2020)
Ira Assent, Carlotta Domeniconi, Aristides Gionis, Eyke Hüllermeier
Introduction to the special issue of the ECML PKDD 2020 journal track. Mach. Learn. 109 (9-10) (2020)
Priya Mani, Carlotta Domeniconi, Igor Griva
Unsupervised Selective Manifold Regularized Matrix Factorization. CoRR (2020)
Yuanlin Yang, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
Multi-typed Objects Multi-view Multi-instance Multi-label Learning. CoRR (2020)
Priya Mani, Carlotta Domeniconi
Hub-based subspace clustering. Neurocomputing 413 (2020)
Shaowei Wei, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang
Multi-View Multiple Clusterings Using Deep Matrix Factorization. AAAI (2020)
Mack Sweeney, Matthew van Adelsberg, Kathryn B. Laskey, Carlotta Domeniconi
Effects of Model Misspecification on Bayesian Bandits Case Studies in UX Optimization. ICDM (2020)
Shaowei Wei, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang
Deep Incomplete Multi-View Multiple Clusterings. CoRR (2020)
Mack Sweeney, Matthew van Adelsberg, Kathryn B. Laskey, Carlotta Domeniconi
Effects of Model Misspecification on Bayesian Bandits: Case Studies in UX Optimization. CoRR (2020)
Guangyang Han, Jinzheng Tu, Guoxian Yu, Jun Wang, Carlotta Domeniconi
Crowdsourcing with Multiple-Source Knowledge Transfer. IJCAI (2020)
Yuanlin Yang, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
Multi-typed Objects Multi-view Multi-instance Multi-label Learning. ICDM (2020)
Raj Patel, Carlotta Domeniconi
Estimator Vectors: OOV Word Embeddings based on Subword and Context Clue Estimates. IJCNN (2020)
Guoxian Yu, Yuehui Wang, Jun Wang, Carlotta Domeniconi, Maozu Guo, Xiangliang Zhang
Attributed heterogeneous network fusion via collaborative matrix tri-factorization. Inf. Fusion 63 (2020)
Keyao Wang, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang, Guoxian Yu
Differentiating isoform functions with collaborative matrix factorization. Bioinform. 36 (6) (2020)
Yuying Xing, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
Weakly-Supervised Multi-view Multi-instance Multi-label Learning. IJCAI (2020)
Jingzheng Tu, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
Attention-Aware Answers of the Crowd. SDM (2020)
Guoxian Yu, Keyao Wang, Carlotta Domeniconi, Maozu Guo, Jun Wang
Isoform function prediction based on bi-random walks on a heterogeneous network. Bioinform. 36 (1) (2020)
Shaowei Wei, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang
Deep Incomplete Multi-View Multiple Clusterings. ICDM (2020)
Ahmed Bin Zaman, Parastoo Kamranfar, Carlotta Domeniconi, Amarda Shehu
Decoy Ensemble Reduction in Template-free Protein Structure Prediction. BCB (2019)
Xing Wang, Jun Wang, Carlotta Domeniconi, Guoxian Yu, Guoqiang Xiao, Maozu Guo
Multiple Independent Subspace Clusterings. CoRR (2019)
Xing Wang, Jun Wang, Carlotta Domeniconi, Guoxian Yu, Guoqiang Xiao, Maozu Guo
Multiple Independent Subspace Clusterings. AAAI (2019)
Jingzheng Tu, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
Attention-Aware Answers of the Crowd. CoRR (2019)
Xuanwu Liu, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Yazhou Ren, Maozu Guo
Ranking-based Deep Cross-modal Hashing. CoRR (2019)
Yuehui Wang, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Xiangliang Zhang, Maozu Guo
Selective Matrix Factorization for Multi-relational Data Fusion. DASFAA (1) (2019)
Hamed Sarvari, Carlotta Domeniconi, Bardh Prenkaj, Giovanni Stilo
Unsupervised Boosting-based Autoencoder Ensembles for Outlier Detection. CoRR (2019)
Yuying Xing, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Zili Zhang, Maozu Guo
Multi-View Multi-Instance Multi-Label Learning Based on Collaborative Matrix Factorization. AAAI (2019)
Hamed Sarvari, Carlotta Domeniconi, Giovanni Stilo
Graph-based selective outlier ensembles. SAC (2019)
Shixin Yao, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
Multi-View Multiple Clustering. CoRR (2019)
Yazhou Ren, Uday Kamath, Carlotta Domeniconi, Zenglin Xu
Parallel boosted clustering. Neurocomputing 351 (2019)
Xuanwu Liu, Zhao Li, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang
Cross-modal Zero-shot Hashing. CoRR (2019)
Yuying Xing, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Zili Zhang, Maozu Guo
Multi-View Multi-Instance Multi-Label Learning based on Collaborative Matrix Factorization. CoRR (2019)
Xuanwu Liu, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Yazhou Ren, Maozu Guo
Ranking-Based Deep Cross-Modal Hashing. AAAI (2019)
Xia Chen, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Zhao Li, Xiangliang Zhang
ActiveHNE: Active Heterogeneous Network Embedding. CoRR (2019)
Shaowei Wei, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang
Multi-View Multiple Clusterings using Deep Matrix Factorization. CoRR (2019)
Shixin Yao, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
Multi-View Multiple Clustering. IJCAI (2019)
Raj Patel, Carlotta Domeniconi
Estimator Vectors: OOV Word Embeddings based on Subword and Context Clue Estimates. CoRR (2019)
Shixin Yao, Guoxian Yu, Xing Wang, Jun Wang, Carlotta Domeniconi, Maozu Guo
Discovering Multiple Co-Clusterings in Subspaces. SDM (2019)
Xuanwu Liu, Zhao Li, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang
Cross-Modal Zero-Shot Hashing. ICDM (2019)
Xuanwu Liu, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang
Weakly-paired Cross-Modal Hashing. CoRR (2019)
Xia Chen, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Zhao Li, Xiangliang Zhang
ActiveHNE: Active Heterogeneous Network Embedding. IJCAI (2019)
Jinzheng Tu, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Xiangliang Zhang
Active Multi-Label Crowd Consensus. CoRR (2019)
Hamed Sarvari, Carlotta Domeniconi, Giovanni Stilo
Graph-based Selective Outlier Ensembles. CoRR (2018)
Jinzheng Tu, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Guoqiang Xiao, Maozu Guo
Multi-label Answer Aggregation Based on Joint Matrix Factorization. ICDM (2018)
Qiaoyu Tan, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Zili Zhang
Multi-view Weak-label Learning based on Matrix Completion. SDM (2018)
Guangyuan Fu, Jun Wang, Carlotta Domeniconi, Guoxian Yu
Matrix factorization-based data fusion for the prediction of lncRNA-disease associations. Bioinform. 34 (9) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Carlotta Domeniconi