Burcu Sayin, Evgeny Krivosheev, Jie Yang, Andrea Passerini, Fabio Casati (2021), A review and experimental analysis of active learning over crowdsourced data, In Artificial Intelligence Review Volume 54 p.5283-5305.

Shabnam Najafian, Tim Draws, Francesco Barile, Marko Tkalcic, Jie Yang, Nava Tintarev (2021), Exploring User Concerns about Disclosing Location and Emotion Information in Group Recommendations, In HT 2021 - Proceedings of the 32nd ACM Conference on Hypertext and Social Media p.155-164, Association for Computing Machinery (ACM).

Agathe Balayn, Panagiotis Soilis, Christoph Lofi, Jie Yang, Alessandro Bozzon (2021), What do You Mean? Interpreting Image Classification with Crowdsourced Concept Extraction and Analysis, In The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021 p.1937-1948.

Akansha Bhardwaj, Jie Yang, Philippe Cudré-Mauroux (2020), A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection, In AAAI 2020: The Thirty-Fourth AAAI Conference on Artificial Intelligence p.2451-2458, Association for the Advancement of Artificial Intelligence (AAAI).

Zhu Sun, DI Yu, Hui Fang, Jie Yang, Xinghua Qu, Jie Zhang, Cong Geng (2020), Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison, In RecSys 2020 - 14th ACM Conference on Recommender Systems p.23-32, Association for Computing Machinery (ACM).

Dingqi Yang, Bingqing Qu, Jie Yang, Philippe Cudré-Mauroux (2020), LBSN2Vec++: Heterogeneous Hypergraph Embedding for Location-Based Social Networks, In IEEE Transactions on Knowledge and Data Engineering.

Ines Arous, Jie Yang, Mourad Khayati, Philippe Cudré-Mauroux (2020), OpenCrowd: A Human-AI Collaborative Approach for Finding Social Influencers via Open-Ended Answers Aggregation, In WWW '20: Proceedings of The Web Conference 2020 p.1851-1862, Association for Computing Machinery (ACM).

Zhijun Chen, Huimin Wang, Hailong Sun, Pengpeng Chen, Tao Han, Xudong Liu, Jie Yang (2020), Structured Probabilistic End-to-End Learning from Crowds, In IJCAI-20 p.1512 - 1518, International Joint Conferences on Artifical Intelligence (IJCAI).

Felipe Moraes , Jie Yang, Rongting Zhang, Vanessa Murdock (2020), The role of attributes in product quality comparisons, In CHIIR 2020 - Proceedings of the 2020 Conference on Human Information Interaction and Retrieval p.253-262, Association for Computing Machinery (ACM).

Rongting Zhang, Jie Yang (2020), Web-to-Voice Transfer for Product Recommendation on Voice, In SIGIR '20: Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval p.1221-1230, Association for Computing Machinery (ACM).