Zhiyuan Chen

According to our database, Zhiyuan Chen authored at least 21 papers between 2013 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Lifelong Machine Learning, Second Edition

Zhiyuan Chen, Bing Liu

Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers, ISBN: 978-3-031-01581-6, 2018

2017

Topic Models for NLP Applications.

Zhiyuan Chen, Bing Liu

Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

2016

Lifelong Machine Learning

Zhiyuan Chen, Bing Liu

Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers, ISBN: 978-3-031-01575-5, 2016

Mining Aspect-Specific Opinion using a Holistic Lifelong Topic Model.

Shuai Wang, Zhiyuan Chen, Bing Liu

Proceedings of the 25th International Conference on World Wide Web, 2016

Targeted Topic Modeling for Focused Analysis.

Shuai Wang, Zhiyuan Chen, Geli Fei, Bing Liu, Sherry Emery

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Lifelong Machine Learning and Computer Reading the Web.

Zhiyuan Chen, Estevam R. Hruschka Jr., Bing Liu

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Discovering Correspondence of Sentiment Words and Aspects.

Geli Fei, Zhiyuan (Brett) Chen, Arjun Mukherjee, Bing Liu

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

Identifying Search Keywords for Finding Relevant Social Media Posts.

Shuai Wang, Zhiyuan Chen, Bing Liu, Sherry Emery

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Learning to Recommend with User Generated Content.

Yueshen Xu, Zhiyuan Chen, Jianwei Yin, Zizheng Wu, Taojun Yao

Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Lifelong Machine Learning for Topic Modeling and Beyond.

Zhiyuan Chen

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Analyzing and Detecting Opinion Spam on a Large-scale Dataset via Temporal and Spatial Patterns.

Huayi Li, Zhiyuan Chen, Arjun Mukherjee, Bing Liu, Jidong Shao

Proceedings of the Ninth International Conference on Web and Social Media, 2015

Lifelong Learning for Sentiment Classification.

Zhiyuan Chen, Nianzu Ma, Bing Liu

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

Mining topics in documents: standing on the shoulders of big data.

Zhiyuan Chen, Bing Liu

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Topic Modeling using Topics from Many Domains, Lifelong Learning and Big Data.

Zhiyuan Chen, Bing Liu

Proceedings of the 31th International Conference on Machine Learning, 2014

Spotting Fake Reviews via Collective Positive-Unlabeled Learning.

Huayi Li, Zhiyuan Chen, Bing Liu, Xiaokai Wei, Jidong Shao

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Review Topic Discovery with Phrases using the Pólya Urn Model.

Geli Fei, Zhiyuan Chen, Bing Liu

Proceedings of the COLING 2014, 2014

Aspect Extraction with Automated Prior Knowledge Learning.

Zhiyuan Chen, Arjun Mukherjee, Bing Liu

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Identifying Intention Posts in Discussion Forums.

Zhiyuan Chen, Bing Liu, Meichun Hsu, Malú Castellanos, Riddhiman Ghosh

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Leveraging Multi-Domain Prior Knowledge in Topic Models.

Zhiyuan Chen, Arjun Mukherjee, Bing Liu, Meichun Hsu, Malú Castellanos, Riddhiman Ghosh

Proceedings of the IJCAI 2013, 2013

Exploiting Domain Knowledge in Aspect Extraction.

Zhiyuan Chen, Arjun Mukherjee, Bing Liu, Meichun Hsu, Malú Castellanos, Riddhiman Ghosh

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Discovering coherent topics using general knowledge.

Zhiyuan Chen, Arjun Mukherjee, Bing Liu, Meichun Hsu, Malú Castellanos, Riddhiman Ghosh

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013