| 2023 | ICML | SMURF-THP: Score Matching-based UnceRtainty quantiFication for Transformer Hawkes Process. | Zichong Li, Yanbo Xu, Simiao Zuo, Haoming Jiang, Chao Zhang, Tuo Zhao, Hongyuan Zha |
| 2022 | CVPR | TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing. | Yanbo Xu, Yueqin Yin, Liming Jiang, Qianyi Wu, Chengyao Zheng, Chen Change Loy, Bo Dai, Wayne Wu |
| 2022 | ECCV | Semi-supervised Monocular 3D Object Detection by Multi-view Consistency. | Qing Lian, Yanbo Xu, Weilong Yao, Yingcong Chen, Tong Zhang |
| 2021 | WSDM | Split-Treatment Analysis to Rank Heterogeneous Causal Effects for Prospective Interventions. | Yanbo Xu, Divyat Mahajan, Liz Manrao, Amit Sharma, Emre Kiciman |
| 2020 | KDD | HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units. | Shenda Hong, Yanbo Xu, Alind Khare, Satria Priambada, Kevin O. Maher, Alaa Aljiffry, Jimeng Sun, Alexey Tumanov |
| 2018 | KDD | RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data. | Yanbo Xu, Siddharth Biswal, Shriprasad R. Deshpande, Kevin O. Maher, Jimeng Sun |
| 2017 | AMIA | Predicting Changes in Pediatric Medical Complexity using Large Longitudinal Health Records. | Yanbo Xu, Mohammad Taha Bahadori, Elizabeth Searles, Michael Thompson, Javier Tejedor-Sojo, Jimeng Sun |
| 2016 | LAK | Improving efficacy attribution in a self-directed learning environment using prior knowledge individualization. | Zachary A. Pardos, Yanbo Xu |
| 2015 | ICASSP | Exemplar-based large vocabulary speech recognition using k-nearest neighbors. | Yanbo Xu, Olivier Siohan, David Simcha, Sanjiv Kumar, Hank Liao |
| 2014 | EDM | Using EEG in Knowledge Tracing. | Yanbo Xu, Kai-min Chang, Yueran Yuan, Jack Mostow |
| 2014 | EDM | A Unified 5-Dimensional Framework for Student Models. | Yanbo Xu, Jack Mostow |
| 2013 | EDM | Using Item Response Theory to Refine Knowledge Tracing. | Yanbo Xu, Jack Mostow |
| 2013 | Interspeech | Speech enhancement using convolutive nonnegative matrix factorization with cosparsity regularization. | Majid Mirbagheri, Yanbo Xu, Sahar Akram, Shihab A. Shamma |
| 2012 | EDM | Comparison of methods to trace multiple subskills: Is LR-DBN best? | Yanbo Xu, Jack Mostow |
| 2012 | ICASSP | Dimension reduction in regression using Gaussian Mixture Models. | Majid Mirbagheri, Yanbo Xu, Shihab A. Shamma |
| 2012 | Interspeech | Pitch estimation using mutual information. | Majid Mirbagheri, Yanbo Xu, Shihab A. Shamma |
| 2011 | EDM | Desperately Seeking Subscripts: Towards Automated Model Parameterization. | Jack Mostow, Yanbo Xu, Md. Ahaduzzaman Munna |
| 2011 | EDM | Using Logistic Regression to Trace Multiple Sub-skills in a Dynamic Bayes Net. | Yanbo Xu, Jack Mostow |
| 2011 | EDM | Logistic Regression in a Dynamic Bayes Net Models Multiple Subskills Better! | Yanbo Xu, Jack Mostow |
| 2010 | GLOBECOM | Efficient Mobile Content Delivery Based on Co-Route Prediction in Urban Transport. | Le Shu, Hongbo Jiang, Xiaoqiang Ma, Lanchao Liu, Kai Peng, Bo Liu, Jie Cheng, Yanbo Xu |
| 2008 | PRICAI | Computing Stable Skeletons with Particle Filters. | Xiang Bai, Xingwei Yang, Longin Jan Latecki, Yanbo Xu, Wenyu Liu |