Discovering coherent topics using general knowledge. - Zhiyuan Chen 001; Arjun Mukherjee; Bing Liu 001; Meichun Hsu; Malú Castellanos; Riddhiman Ghosh (CIKM, 2013)

Exploiting Domain Knowledge in Aspect Extraction. - Zhiyuan Chen 001; Arjun Mukherjee; Bing Liu 001; Meichun Hsu; Malú Castellanos; Riddhiman Ghosh (EMNLP, 2013)

Leveraging Multi-Domain Prior Knowledge in Topic Models. - Zhiyuan Chen 001; Arjun Mukherjee; Bing Liu 001; Meichun Hsu; Malú Castellanos; Riddhiman Ghosh (IJCAI, 2013)

Identifying Intention Posts in Discussion Forums. - Zhiyuan Chen 001; Bing Liu 001; Meichun Hsu; Malú Castellanos; Riddhiman Ghosh (HLT-NAACL, 2013)

Aspect Extraction with Automated Prior Knowledge Learning. - Zhiyuan Chen 001; Arjun Mukherjee; Bing Liu 001 (ACL (1), 2014)

Review Topic Discovery with Phrases using the Pólya Urn Model. - Geli Fei; Zhiyuan Chen 001; Bing Liu 001 (COLING, 2014)

Spotting Fake Reviews via Collective Positive-Unlabeled Learning. - Huayi Li; Zhiyuan Chen 001; Bing Liu 001; Xiaokai Wei; Jidong Shao (ICDM, 2014)

Topic Modeling using Topics from Many Domains, Lifelong Learning and Big Data. - Zhiyuan Chen 001; Bing Liu 001 (ICML, 2014)

Mining topics in documents: standing on the shoulders of big data. - Zhiyuan Chen 001; Bing Liu 001 (KDD, 2014)

Lifelong Learning for Sentiment Classification. - Zhiyuan Chen 001; Nianzu Ma; Bing Liu 001 (ACL (2), 2015)

Analyzing and Detecting Opinion Spam on a Large-scale Dataset via Temporal and Spatial Patterns. - Huayi Li; Zhiyuan Chen 001; Arjun Mukherjee; Bing Liu 001; Jidong Shao (ICWSM, 2015)

Lifelong Machine Learning for Topic Modeling and Beyond. - Zhiyuan Chen 001 (HLT-NAACL, 2015)

Learning to Recommend with User Generated Content. - Yueshen Xu; Zhiyuan Chen 001; Jianwei Yin; Zizheng Wu; Taojun Yao (WAIM, 2015)

Identifying Search Keywords for Finding Relevant Social Media Posts. - Shuai Wang 020; Zhiyuan Chen 001; Bing Liu 001; Sherry Emery (AAAI, 2016)

Discovering Correspondence of Sentiment Words and Aspects. - Geli Fei; Zhiyuan (Brett) Chen; Arjun Mukherjee; Bing Liu 001 (CICLing (2), 2016)

Lifelong Machine Learning and Computer Reading the Web. - Zhiyuan Chen 001; Estevam R. Hruschka Jr.; Bing Liu 001 (KDD, 2016)

Targeted Topic Modeling for Focused Analysis. - Shuai Wang 020; Zhiyuan Chen 001; Geli Fei; Bing Liu 001; Sherry Emery (KDD, 2016)

Mining Aspect-Specific Opinion using a Holistic Lifelong Topic Model. - Shuai Wang 020; Zhiyuan Chen 001; Bing Liu 001 (WWW, 2016)

Lifelong Machine Learning - Zhiyuan Chen 001; Bing Liu 001 (Morgan & Claypool Publishers, 2016)

Topic Models for NLP Applications. - Zhiyuan Chen 001; Bing Liu 001 (Encyclopedia of Machine Learning and Data Mining, 2017)

Lifelong Machine Learning, Second Edition - Zhiyuan Chen 001; Bing Liu 001 (Lifelong Machine Learning (2nd Ed.), 2018)