1 Garbacea, Cristina, Samuel Carton, Shiyan Yan, and Qiaozhu Mei. "Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation." arXiv preprint arXiv:1901.00398 (2019). link (to appear in EMNLP 2019)
2. Song, Jean Y., Stephan J. Lemmer, Michael Xieyang Liu, Shiyan Yan, Juho Kim, Jason J. Corso, and Walter S. Lasecki. "Popup: reconstructing 3D video using particle filtering to aggregate crowd responses." In Proceedings of the 24th International Conference on Intelligent User Interfaces, pp. 558-569. ACM, 2019. pdf
3. Velden, Theresa, Shiyan Yan, and Carl Lagoze. "Mapping the cognitive structure of astrophysics by infomap clustering of the citation network and topic affinity analysis." Scientometrics 111.2 (2017): 1033-1051. link
4. S.W. Lee, Y. Yang, S. Yan, Y. Zhang, I. Wong, Z. Tan, M. McGruder, C.M. Homan, W.S. Lasecki. Creating Interactive Behaviors in Early Sketch by Recording and Remixing Crowd Demonstrations. In AAAI Conference on Human Computation Demos (HCOMP 2016). Austin, TX. 2016. (poster) pdf
5. Rong Xin, Shiyan Yan, Stephen Oney, Mira Dontcheva, and Eytan Adar, "CodeMend: Assisting Interactive Programming with Bimodal Embedding," UIST, 2016 pdf
6. Shiyan Yan, Carl Lagoze. "Understanding the Relationship between Scholars' Breadth of Research and Scientific Impact" in International Conference on Scientometrics and Informetrics ISSI, 2015. (Outstanding Student Paper Award).pdf
7. Theresa Velden, Shiyan Yan, Carl Lagoze. "Topic Affinity Analysis for an Astronomy and Astrophysics Data Set" in Berlin workshop collaboration on topic extraction in International Conference on Scientometrics and Informetrics ISSI, 2015.
8. Theresa Velden, Shiyan Yan, Kan Yu, Carl Lagoze. "Mapping The Temporal Evolution of Scientific Community Structures" in SAVE-ED Workshop, World Wide Web, WWW, 2015.pdf
9. Shiyan Yan, Carl Lagoze."Understanding the Relationship between Scholars' Breadth of Research and Scientific Impact" in iConference, 2015.(Best Poster Nominated) pdf
10. Theresa Velden, Shiyan Yan, Kan Yu, Carl Lagoze. "Mapping The Temporal Evolution of Scientific Community Structures" in Association for Information Science and Technology, ASIST, 2014. (poster) pdf
11. Shiyan Yan, Shengqing Wang, Yunchuan Luo, Haojun Huang. "An Ontology Collaborative Construction Model Based on FCA in Cloud Computing Environment". New Technology of Library and Information Service, 2014, 30(3): 49-56 (in Chinese). Link