Computing Stable Skeletons with Particle Filters. - Xiang Bai; Xingwei Yang; Longin Jan Latecki; Yanbo Xu; Wenyu Liu 001 (PRICAI, 2008)

Efficient Mobile Content Delivery Based on Co-Route Prediction in Urban Transport. - Le Shu; Hongbo Jiang 001; Xiaoqiang Ma; Lanchao Liu; Kai Peng 001; Bo Liu; Jie Cheng 003; Yanbo Xu (GLOBECOM, 2010)

Desperately Seeking Subscripts: Towards Automated Model Parameterization. - Jack Mostow; Yanbo Xu; Md. Ahaduzzaman Munna (EDM, 2011)

Using Logistic Regression to Trace Multiple Sub-skills in a Dynamic Bayes Net. - Yanbo Xu; Jack Mostow (EDM, 2011)

Logistic Regression in a Dynamic Bayes Net Models Multiple Subskills Better! - Yanbo Xu; Jack Mostow (EDM, 2011)

Comparison of methods to trace multiple subskills: Is LR-DBN best? - Yanbo Xu; Jack Mostow (EDM, 2012)

Dimension reduction in regression using Gaussian Mixture Models. - Majid Mirbagheri; Yanbo Xu; Shihab A. Shamma (ICASSP, 2012)

CAR: Contour-based routing in wireless sensor networks. - Jie Cheng 003; Qiang Ye 001; Lei Zhang 066; Yanbo Xu; Hongbo Jiang 001; Hongwei Du 001 (ICC, 2012)

Pitch estimation using mutual information. - Majid Mirbagheri; Yanbo Xu; Shihab A. Shamma (SAPA@INTERSPEECH, 2012)

Using Item Response Theory to Refine Knowledge Tracing. - Yanbo Xu; Jack Mostow (EDM, 2013)

Speech enhancement using convolutive nonnegative matrix factorization with cosparsity regularization. - Majid Mirbagheri; Yanbo Xu; Sahar Akram; Shihab A. Shamma (INTERSPEECH, 2013)

Using EEG in Knowledge Tracing. - Yanbo Xu; Kai-min Chang; Yueran Yuan; Jack Mostow (EDM, 2014)

A Unified 5-Dimensional Framework for Student Models. - Yanbo Xu; Jack Mostow (EDM (Workshops), 2014)

Doing More with Less: Student Modeling and Performance Prediction with Reduced Content Models. - Yun Huang 002; Yanbo Xu; Peter Brusilovsky (UMAP, 2014)

Exemplar-based large vocabulary speech recognition using k-nearest neighbors. - Yanbo Xu; Olivier Siohan; David Simcha; Sanjiv Kumar; Hank Liao (ICASSP, 2015)

Improving efficacy attribution in a self-directed learning environment using prior knowledge individualization. - Zachary A. Pardos; Yanbo Xu (LAK, 2016)

A Non-parametric Bayesian Approach for Estimating Treatment-Response Curves from Sparse Time Series. - Yanbo Xu; Yanxun Xu; Suchi Saria (MLHC, 2016)

A Bayesian Nonparametic Approach for Estimating Individualized Treatment-Response Curves. - Yanbo Xu; Yanxun Xu; Suchi Saria (CoRR, 2016)

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 001 (AMIA, 2017)

RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data. - Yanbo Xu; Siddharth Biswal; Shriprasad R. Deshpande; Kevin O. Maher; Jimeng Sun 001 (KDD, 2018)

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 001; Alexey Tumanov (KDD, 2020)

DeepRite: Deep Recurrent Inverse TreatmEnt Weighting for Adjusting Time-varying Confounding in Modern Longitudinal Observational Data. - Yanbo Xu; Cao Xiao; Jimeng Sun 001 (CoRR, 2020)

Split-Treatment Analysis to Rank Heterogeneous Causal Effects for Prospective Interventions. - Yanbo Xu; Divyat Mahajan; Liz Manrao; Amit Sharma 007; Emre Kiciman (WSDM, 2021)

TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing. - Yanbo Xu; Yueqin Yin; Liming Jiang 001; Qianyi Wu; Chengyao Zheng; Chen Change Loy; Bo Dai 002; Wayne Wu (CVPR, 2022)

Semi-supervised Monocular 3D Object Detection by Multi-view Consistency. - Qing Lian; Yanbo Xu; Weilong Yao; Yingcong Chen; Tong Zhang 001 (ECCV (8), 2022)

UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification. - Yanbo Xu; Alind Khare; Glenn Matlin; Monish Ramadoss; Rishikesan Kamaleswaran; Chao Zhang; Alexey Tumanov (NeurIPS, 2022)

Combining random forest and graph wavenet for spatial-temporal data prediction. - Chong Chen; Yanbo Xu; Jixuan Zhao; Lulu Chen; Yaru Xue (Intell. Converged Networks, 2022)

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 (ICML, 2023)

TransEHR: Self-Supervised Transformer for Clinical Time Series Data. - Yanbo Xu; Shangqing Xu; Manav Ramprassad; Alexey Tumanov; Chao Zhang 014 (ML4H@NeurIPS, 2023)

FaceDNeRF: Semantics-Driven Face Reconstruction, Prompt Editing and Relighting with Diffusion Models. - Hao Zhang 106; Tianyuan Dai; Yanbo Xu; Yu-Wing Tai; Chi-Keung Tang (NeurIPS, 2023)

Large-Scale Domain-Specific Pretraining for Biomedical Vision-Language Processing. - Sheng Zhang 012; Yanbo Xu; Naoto Usuyama; Jaspreet Bagga; Robert Tinn; Sam Preston; Rajesh Rao; Mu Wei; Naveen Valluri; Cliff Wong; Matthew P. Lungren; Tristan Naumann; et al. (CoRR, 2023)

FDNeRF: Semantics-Driven Face Reconstruction, Prompt Editing and Relighting with Diffusion Models. - Hao Zhang 106; Yanbo Xu; Tianyuan Dai; Yu-Wing Tai; Chi-Keung Tang (CoRR, 2023)

Foundation Models for Biomedical Image Segmentation: A Survey. - Ho Hin Lee; Yu Gu 017; Theodore Zhao; Yanbo Xu; Jianwei Yang; Naoto Usuyama; Cliff Wong; Mu Wei; Bennett A. Landman; Yuankai Huo; Alberto Santamaría-Pang; Hoifung Poon (CoRR, 2024)

Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging. - Juan Manuel Zambrano Chaves; Shih-Cheng Huang; Yanbo Xu; Hanwen Xu; Naoto Usuyama; Sheng Zhang 012; Fei Wang 060; Yujia Xie; Mahmoud Khademi; Ziyi Yang; Hany Hassan Awadalla; Julia Gong; et al. (CoRR, 2024)

Diverse Score Distillation. - Yanbo Xu; Jayanth Srinivasa; Gaowen Liu; Shubham Tulsiani (CoRR, 2024)

Robust Representation Learning and Real-Time Serving of Deep Models for Health Time Series. - Yanbo Xu (2024)

Universal Abstraction: Harnessing Frontier Models to Structure Real-World Data at Scale. - Cliff Wong; Sam Preston; Qianchu Liu; Zelalem Gero; Jass Bagga; Sheng Zhang 012; Shrey Jain; Theodore Zhao; Yu Gu 017; Yanbo Xu; Sid Kiblawi; Roshanthi Weerasinghe; et al. (CoRR, 2025)