Note: Asterisk * indicates publications on tenure track. Circle o indicates PI’s students or interns. Dagger † indicates publications as a mentor of PI’s students or interns. PI’s name is bold.
 Athanasios Nikolakopoulos, Xia Ning*, Christian Desrosiers, and George Karypis. A comprehensive survey of neighborhood-based recommendation methods. Recommender systems handbook, pages 39–89, 2021. invited.
 Xia Ning*, Christian Desrosiers, and George Karypis. A comprehensive survey of neighborhood-based recommendation methods, second edition. In Francesco Ricci, Lior Rokach, and Bracha Shapira, editors, Recommender Systems Handbook, pages 37–76. Springer US, Boston, MA, 2015. invited.
 Xia Ning* and George Karypis. Recent advances in recommender systems and future directions. In Marzena Kryszkiewicz, Sanghamitra Bandyopadhyay, Henryk Rybinski, and Sankar K. Pal, editors, Proceedings of 6th International Conference on Pattern Recognition and Machine Intelligence, PReMI’15, pages 3–9. Springer International Publishing, 2015. invited.
 Nikil Wale, Xia Ning, and George Karypis. Trends in chemical graph data mining. In Ahmed K. Elmagarmid, Charu C. Aggarwal, and HaixunWang, editors, Managing and Mining Graph Data, volume 40 of Advances in Database Systems, pages 581–606. Springer US, 2010. invited.