Dr Guangyuan Piao

Maynooth International Engineering College, Computer Science, Hamilton Institute
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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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, [Details] |
Conference Publications
Year | Publication | |
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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, [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 [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 [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, [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 [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 [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 [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 [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 | ESWC | |
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 | |
---|---|---|---|
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 |