Zhu Sun, Qing Guo, Jie Yang, Hui Fang, Guibing Guo, Jie Zhang, Robin Burke (2019), Research commentary on recommendations with side information: A survey and research directions, In Electronic Commerce Research and Applications Volume 37.

Dingqi Yang, Bingqing Qu, Jie Yang, Philippe Cudré-Mauroux (2019), Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach, In WWW '19: The World Wide Web Conference p.2147-2157, Association for Computing Machinery (ACM).

Jie Yang, Alisa Smirnova, Dingqi Yang, Gianluca Demartini, Yuan Lu, Philippe Cudré-Mauroux (2019), Scalpel-CD: Leveraging Crowdsourcing and Deep Probabilistic Modeling for Debugging Noisy Training Data, In WWW '19: The World Wide Web Conference p.2158–2168, Association for Computing Machinery (ACM).

Sepideh Mesbah, Jie Yang, Robert-Jan Sips, Manuel Valle Torre, Christoph Lofi, Alessandro Bozzon, Geert-Jan Houben (2019), Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content, In International conference on Empirical Methods in Natural Language Processing (EMNLP) p.2349–2359.

Jie Yang, Carlo van der Valk, Tobias Hoßfeld, Judith Redi, Alessandro Bozzon (2018), How Do Crowdworker Communities and Microtask Markets Influence Each Other?: A Data-Driven Study on Amazon Mechanical Turk, In 6th AAAI Conference on Human Computation and Crowdsourcing p.193-202, American Association for Artificial Intelligence (AAAI).

Guanliang Chen, Jie Yang, Claudia Hauff, Geert-Jan Houben (2018), LearningQ: A Large-scale Dataset for Educational Question Generation, In Proceedings of the Twelfth International AAAI Conference on Web and Social Media p.481-490, Association for the Advancement of Artificial Intelligence (AAAI).

Jie Yang, Thomas Drake, Andreas Damianou, Yoelle Maarek (2018), Leveraging Crowdsourcing Data for Deep Active Learning An Application: Learning Intents in Alexa, In Proceedings of the 2018 Worls Wide Web Conference, WWW 2018 p.23-32.

Zhu Sun, Jie Yang, Jie Zhang, Alessandro Bozzon, Long Kai Huang, Chi Xu (2018), Recurrent knowledge graph embedding for effective recommendation, In RecSys '18 p.297-305, Association for Computer Machinery.

Achilleas Psyllidis, Jie Yang, Alessandro Bozzon (2018), Regionalization of Social Interactions and Points-of-Interest Location Prediction with Geosocial Data, In IEEE Access Volume 6 p.34334-34353.

Gregory Afentoulidis, Zoltán Szlávik, Jie Yang, Alessandro Bozzon (2018), Social Gamification in Enterprise Crowdsourcing, In Proceedings of the 10th ACM Conference on Web Science p.135-144, ACM Sigmobile.