| 2014 | RecSys | Beyond clicks: dwell time for personalization. | Xing Yi, Liangjie Hong, Erheng Zhong, Nathan Nan Liu, Suju Rajan |
| 2012 | AAAI | Discovering Spammers in Social Networks. | Yin Zhu, Xiao Wang, Erheng Zhong, Nathan Nan Liu, He Li, Qiang Yang |
| 2011 | AAAI | Active Dual Collaborative Filtering with Both Item and Attribute Feedback. | Luheng He, Nathan Nan Liu, Qiang Yang |
| 2011 | CIKM | Transferring topical knowledge from auxiliary long texts for short text clustering. | Ou Jin, Nathan Nan Liu, Kai Zhao, Yong Yu, Qiang Yang |
| 2011 | IJCAI | Incorporating Reviewer and Product Information for Review Rating Prediction. | Fangtao Li, Nathan Nan Liu, Hongwei Jin, Kai Zhao, Qiang Yang, Xiaoyan Zhu |
| 2011 | IJCAI | Transfer Learning to Predict Missing Ratings via Heterogeneous User Feedbacks. | Weike Pan, Nathan Nan Liu, Evan Wei Xiang, Qiang Yang |
| 2011 | RecSys | Wisdom of the better few: cold start recommendation via representative based rating elicitation. | Nathan Nan Liu, Xiangrui Meng, Chao Liu, Qiang Yang |
| 2010 | AAAI | Transfer Learning in Collaborative Filtering for Sparsity Reduction. | Weike Pan, Evan Wei Xiang, Nathan Nan Liu, Qiang Yang |
| 2010 | CIKM | Unifying explicit and implicit feedback for collaborative filtering. | Nathan Nan Liu, Evan Wei Xiang, Min Zhao, Qiang Yang |
| 2010 | ICML | Transfer Learning for Collective Link Prediction in Multiple Heterogenous Domains. | Bin Cao, Nathan Nan Liu, Qiang Yang |
| 2010 | RecSys | Online evolutionary collaborative filtering. | Nathan Nan Liu, Min Zhao, Evan Wei Xiang, Qiang Yang |
| 2009 | CIKM | Probabilistic latent preference analysis for collaborative filtering. | Nathan Nan Liu, Min Zhao, Qiang Yang |
| 2009 | ICDM | Knowledge Transfer among Heterogeneous Information Networks. | Evan Wei Xiang, Nathan Nan Liu, Sinno Jialin Pan, Qiang Yang |
| 2008 | ICDM | One-Class Collaborative Filtering. | Rong Pan, Yunhong Zhou, Bin Cao, Nathan Nan Liu, Rajan M. Lukose, Martin Scholz, Qiang Yang |
| 2008 | SIGIR | EigenRank: a ranking-oriented approach to collaborative filtering. | Nathan Nan Liu, Qiang Yang |