Dr Guangyuan Piao

Maynooth International Engineering College, Computer Science, Hamilton Institute
Lecturer/ Assistant Professor
Biography
Research Interests
Books
Year | Publication | |
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2017 | Inferring User Interests for Passive Users on Twitter by Leveraging Followee Biographies.
Piao, Guangyuan and Breslin, J.G. John G. (2017) Inferring User Interests for Passive Users on Twitter by Leveraging Followee Biographies. : Springer. [DOI] [Details] |
Peer Reviewed Journals
Year | Publication | |
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2021 | 'Data-driven Energy Conservation in Cellular Networks: A Systems Approach'
Premsankar G.;Piao G.;Nicholson P.K.;Di Francesco M.;Lugones D. (2021) 'Data-driven Energy Conservation in Cellular Networks: A Systems Approach'. IEEE Transactions on Network and Service Management, [DOI] [Details] |
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2020 | 'Extracting, Mining and Predicting Users’ Interests from Social Media'
Fattane Zarrinkalam and Stefano Faralli and Guangyuan Piao and Ebrahim Bagheri (2020) 'Extracting, Mining and Predicting Users’ Interests from Social Media'. Foundations and Trends® in Information Retrieval, 14 (5):445-617 [DOI] [Details] |
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2018 | 'Inferring User Interests in Microblogging Social Networks: A Survey (accepted)'
Piao, Guangyuan and Breslin, John G (2018) 'Inferring User Interests in Microblogging Social Networks: A Survey (accepted)'. User Modeling and User-Adapted Interaction, [full-text] [Details] |
Conference Publications
Year | Publication | |
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2021 | Geometric Heuristics for Transfer Learning in Decision Trees
Chaubal S.;Rzepecki M.;Nicholson P.K.;Piao G.;Sala A. (2021) Geometric Heuristics for Transfer Learning in Decision Trees International Conference on Information and Knowledge Management, Proceedings , pp.151-160 [DOI] [full-text] [Details] |
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2021 | Learning to Predict the Departure Dynamics of Wikidata Editors
Piao G.;Huang W. (2021) Learning to Predict the Departure Dynamics of Wikidata Editors Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , pp.39-55 [DOI] [Details] |
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2021 | A Simple Language Independent Approach for Distinguishing Individuals on Social Media
Piao G. (2021) A Simple Language Independent Approach for Distinguishing Individuals on Social Media HT 2021 - Proceedings of the 32nd ACM Conference on Hypertext and Social Media , pp.251-256 [DOI] [full-text] [Details] |
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2021 | Deadline-Aware TDMA Scheduling for Multihop Networks Using Reinforcement Learning
Chilukuri S.;Piao G.;Lugones D.;Pesch D. (2021) Deadline-Aware TDMA Scheduling for Multihop Networks Using Reinforcement Learning 2021 IFIP Networking Conference, IFIP Networking 2021 [DOI] [full-text] [Details] |
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2021 | Inferring Hierarchical Mixture Structures: A Bayesian Nonparametric Approach
Huang W.;Laitonjam N.;Piao G.;Hurley N.J. (2021) Inferring Hierarchical Mixture Structures: A Bayesian Nonparametric Approach Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , pp.206-218 [DOI] [Details] |
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2021 | Scholarly Text Classification with Sentence BERT and Entity Embeddings
Piao G. (2021) Scholarly Text Classification with Sentence BERT and Entity Embeddings Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , pp.79-87 [DOI] [Details] |
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2020 | Mining User Interests from Social Media
Zarrinkalam, Fattane and Piao, Guangyuan and Faralli, Stefano and Bagheri, Ebrahim (2020) Mining User Interests from Social Media Proceedings of the 29th ACM International Conference on Information & Knowledge Management New York, NY, USA, [full-text] [Details] |
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2020 | Env2Vec: accelerating VNF testing with deep learning
Piao, Guangyuan and Nicholson, Patrick K and Lugones, Diego (2020) Env2Vec: accelerating VNF testing with deep learning Proceedings of the Fifteenth European Conference on Computer Systems , pp.1-16 [full-text] [Details] |
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2018 | Transfer Learning for Item Recommendations and Knowledge Graph Completion in Item Related Domains via a Co-Factorization Model
Piao, Guangyuan and Breslin, John G. (2018) Transfer Learning for Item Recommendations and Knowledge Graph Completion in Item Related Domains via a Co-Factorization Model The 15th Extended Semantic Web Conference [full-text] [Details] |
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2018 | Financial Aspect and Sentiment Predictions with Deep Neural Networks: An Ensemble Approach
Piao, Guangyuan and Breslin, John G. (2018) Financial Aspect and Sentiment Predictions with Deep Neural Networks: An Ensemble Approach Financial Opinion Mining and Question Answering Workshop at The Web Conference (WWW) [full-text] [Details] |
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2017 | Leveraging Followee List Memberships for Inferring User Interests for Passive Users on Twitter
Piao, Guangyuan and Breslin, J.G. John G. (2017) Leveraging Followee List Memberships for Inferring User Interests for Passive Users on Twitter HT 2017 - Proceedings of the 28th ACM Conference on Hypertext and Social Media Prague, Czech Republic, [full-text] [Details] |
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2016 | Exploring dynamics and semantics of user interests for user modeling on Twitter for link recommendations
Piao, Guangyuan and Breslin, J.G. John G (2016) Exploring dynamics and semantics of user interests for user modeling on Twitter for link recommendations Proceedings of the 12th International Conference on Semantic Systems Leipzig, Germany, , pp.81-88 [full-text] [Details] |
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2016 | Analyzing MOOC entries of professionals on linked in for user modeling and personalized MOOC recommendations
Piao, G. and Breslin, J.G. (2016) Analyzing MOOC entries of professionals on linked in for user modeling and personalized MOOC recommendations UMAP 2016 - Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization [full-text] [Details] |
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2016 | Measuring semantic distance for linked open data-enabled recommender systems
Piao, G. and Breslin, J.G. (2016) Measuring semantic distance for linked open data-enabled recommender systems Proceedings of the ACM Symposium on Applied Computing [full-text] [Details] |
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2016 | User modeling on twitter with wordnet synsets and dbpedia concepts for personalized recommendations
Piao, Guangyuan and Breslin, J.G. John G. (2016) User modeling on twitter with wordnet synsets and dbpedia concepts for personalized recommendations International Conference on Information and Knowledge Management, Proceedings Indianapolis, Indiana, USA, , pp.2057-2060 [full-text] [Details] |
Honours and Awards
Year | Title | Awarding Body | |
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2016 | Best Paper Award | International Conference on Semantic Systems | |
2018 | 1st place in the Semantic Sentiment Analysis challenge@ESWC | Extended Semantic Web Conference | |
2020 | Best Student Paper Award | Asian Conference on Machine Learning | |
2018 | Best Paper Award | The 1st Workshop on Deep Learning for Knowledge Graphs and Semantic Technologies at the 15th Extended Semantic Web Conference (ESWC) | |
2019 | Outstanding Achievement Award | NOKIA Bell Labs |
Employment
Employer | Position | From / To | |
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Hyundai Mobis | IT Administrative Assitant | / | |
Yonsei University | Teaching Assistant | / | |
National University of Ireland Galway | Teaching Assistant | / | |
NOKIA Bell Labs | Research Scientist | / |
Reviews
Journal | Role | |
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International Conference On Information And Knowledge Management, Proceedings | Reviewer | |
Cognitive Systems Research | Reviewer |