​
Sign in
Yanbo Xu
Publication Activity (10 Years)
Years Active: 2008-2024
Publications (10 Years): 24
Top Topics
Speech Recognition
Diffusion Models
Student Modeling
Patient Monitoring
Top Venues
CoRR
KDD
NeurIPS
EDM (Workshops)
</>
Publications
</>
Ho Hin Lee
,
Yu Gu
,
Theodore Zhao
,
Yanbo Xu
,
Jianwei Yang
,
Naoto Usuyama
,
Cliff Wong
,
Mu Wei
,
Bennett A. Landman
,
Yuankai Huo
,
Alberto SantamarĂa-Pang
,
Hoifung Poon
Foundation Models for Biomedical Image Segmentation: A Survey.
CoRR
(2024)
Hao Zhang
,
Tianyuan Dai
,
Yanbo Xu
,
Yu-Wing Tai
,
Chi-Keung Tang
FaceDNeRF: Semantics-Driven Face Reconstruction, Prompt Editing and Relighting with Diffusion Models.
NeurIPS
(2023)
Hao Zhang
,
Yanbo Xu
,
Tianyuan Dai
,
Yu-Wing Tai
,
Chi-Keung Tang
FDNeRF: Semantics-Driven Face Reconstruction, Prompt Editing and Relighting with Diffusion Models.
CoRR
(2023)
Zichong Li
,
Yanbo Xu
,
Simiao Zuo
,
Haoming Jiang
,
Chao Zhang
,
Tuo Zhao
,
Hongyuan Zha
SMURF-THP: Score Matching-based UnceRtainty quantiFication for Transformer Hawkes Process.
CoRR
(2023)
Sheng Zhang
,
Yanbo Xu
,
Naoto Usuyama
,
Jaspreet Bagga
,
Robert Tinn
,
Sam Preston
,
Rajesh Rao
,
Mu Wei
,
Naveen Valluri
,
Cliff Wong
,
Matthew P. Lungren
,
Tristan Naumann
,
Hoifung Poon
Large-Scale Domain-Specific Pretraining for Biomedical Vision-Language Processing.
CoRR
(2023)
Zichong Li
,
Yanbo Xu
,
Simiao Zuo
,
Haoming Jiang
,
Chao Zhang
,
Tuo Zhao
,
Hongyuan Zha
SMURF-THP: Score Matching-based UnceRtainty quantiFication for Transformer Hawkes Process.
ICML
(2023)
Yanbo Xu
,
Shangqing Xu
,
Manav Ramprassad
,
Alexey Tumanov
,
Chao Zhang
TransEHR: Self-Supervised Transformer for Clinical Time Series Data.
ML4H@NeurIPS
(2023)
Yanbo Xu
,
Yueqin Yin
,
Liming Jiang
,
Qianyi Wu
,
Chengyao Zheng
,
Chen Change Loy
,
Bo Dai
,
Wayne Wu
TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing.
CVPR
(2022)
Yanbo Xu
,
Yueqin Yin
,
Liming Jiang
,
Qianyi Wu
,
Chengyao Zheng
,
Chen Change Loy
,
Bo Dai
,
Wayne Wu
TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing.
CoRR
(2022)
Yanbo Xu
,
Alind Khare
,
Glenn Matlin
,
Monish Ramadoss
,
Rishikesan Kamaleswaran
,
Chao Zhang
,
Alexey Tumanov
UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification.
NeurIPS
(2022)
Qing Lian
,
Yanbo Xu
,
Weilong Yao
,
Yingcong Chen
,
Tong Zhang
Semi-supervised Monocular 3D Object Detection by Multi-view Consistency.
ECCV (8)
(2022)
Yanbo Xu
,
Alind Khare
,
Glenn Matlin
,
Monish Ramadoss
,
Rishikesan Kamaleswaran
,
Chao Zhang
,
Alexey Tumanov
UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification.
CoRR
(2022)
Yanbo Xu
,
Divyat Mahajan
,
Liz Manrao
,
Amit Sharma
,
Emre Kiciman
Split-Treatment Analysis to Rank Heterogeneous Causal Effects for Prospective Interventions.
WSDM
(2021)
Yanbo Xu
,
Cao Xiao
,
Jimeng Sun
DeepRite: Deep Recurrent Inverse TreatmEnt Weighting for Adjusting Time-varying Confounding in Modern Longitudinal Observational Data.
CoRR
(2020)
Yanbo Xu
,
Divyat Mahajan
,
Liz Manrao
,
Amit Sharma
,
Emre Kiciman
Split-Treatment Analysis to Rank Heterogeneous Causal Effects for Prospective Interventions.
CoRR
(2020)
Shenda Hong
,
Yanbo Xu
,
Alind Khare
,
Satria Priambada
,
Kevin O. Maher
,
Alaa Aljiffry
,
Jimeng Sun
,
Alexey Tumanov
HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units.
KDD
(2020)
Shenda Hong
,
Yanbo Xu
,
Alind Khare
,
Satria Priambada
,
Kevin O. Maher
,
Alaa Aljiffry
,
Jimeng Sun
,
Alexey Tumanov
HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units.
CoRR
(2020)
Yanbo Xu
,
Siddharth Biswal
,
Shriprasad R. Deshpande
,
Kevin O. Maher
,
Jimeng Sun
RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data.
KDD
(2018)
Yanbo Xu
,
Siddharth Biswal
,
Shriprasad R. Deshpande
,
Kevin O. Maher
,
Jimeng Sun
RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data.
CoRR
(2018)
Yanbo Xu
,
Mohammad Taha Bahadori
,
Elizabeth Searles
,
Michael Thompson
,
Javier Tejedor-Sojo
,
Jimeng Sun
Predicting Changes in Pediatric Medical Complexity using Large Longitudinal Health Records.
AMIA
(2017)
Yanbo Xu
,
Yanxun Xu
,
Suchi Saria
A Bayesian Nonparametic Approach for Estimating Individualized Treatment-Response Curves.
CoRR
(2016)
Yanbo Xu
,
Yanxun Xu
,
Suchi Saria
A Non-parametric Bayesian Approach for Estimating Treatment-Response Curves from Sparse Time Series.
MLHC
(2016)
Zachary A. Pardos
,
Yanbo Xu
Improving efficacy attribution in a self-directed learning environment using prior knowledge individualization.
LAK
(2016)
Yanbo Xu
,
Olivier Siohan
,
David Simcha
,
Sanjiv Kumar
,
Hank Liao
Exemplar-based large vocabulary speech recognition using k-nearest neighbors.
ICASSP
(2015)
Yanbo Xu
,
Jack Mostow
A Unified 5-Dimensional Framework for Student Models.
EDM (Workshops)
(2014)
Yun Huang
,
Yanbo Xu
,
Peter Brusilovsky
Doing More with Less: Student Modeling and Performance Prediction with Reduced Content Models.
UMAP
(2014)
Yanbo Xu
,
Kai-min Chang
,
Yueran Yuan
,
Jack Mostow
Using EEG in Knowledge Tracing.
EDM
(2014)
Yanbo Xu
,
Jack Mostow
Using Item Response Theory to Refine Knowledge Tracing.
EDM
(2013)
Majid Mirbagheri
,
Yanbo Xu
,
Sahar Akram
,
Shihab A. Shamma
Speech enhancement using convolutive nonnegative matrix factorization with cosparsity regularization.
INTERSPEECH
(2013)
Jie Cheng
,
Qiang Ye
,
Lei Zhang
,
Yanbo Xu
,
Hongbo Jiang
,
Hongwei Du
CAR: Contour-based routing in wireless sensor networks.
ICC
(2012)
Majid Mirbagheri
,
Yanbo Xu
,
Shihab A. Shamma
Dimension reduction in regression using Gaussian Mixture Models.
ICASSP
(2012)
Majid Mirbagheri
,
Yanbo Xu
,
Shihab A. Shamma
Pitch estimation using mutual information.
SAPA@INTERSPEECH
(2012)
Yanbo Xu
,
Jack Mostow
Comparison of methods to trace multiple subskills: Is LR-DBN best?
EDM
(2012)
Yanbo Xu
,
Jack Mostow
Logistic Regression in a Dynamic Bayes Net Models Multiple Subskills Better!
EDM
(2011)
Jack Mostow
,
Yanbo Xu
,
Mdahaduzzaman Munna
Desperately Seeking Subscripts: Towards Automated Model Parameterization.
EDM
(2011)
Yanbo Xu
,
Jack Mostow
Using Logistic Regression to Trace Multiple Sub-skills in a Dynamic Bayes Net.
EDM
(2011)
Le Shu
,
Hongbo Jiang
,
Xiaoqiang Ma
,
Lanchao Liu
,
Kai Peng
,
Bo Liu
,
Jie Cheng
,
Yanbo Xu
Efficient Mobile Content Delivery Based on Co-Route Prediction in Urban Transport.
GLOBECOM
(2010)
Xiang Bai
,
Xingwei Yang
,
Longin Jan Latecki
,
Yanbo Xu
,
Wenyu Liu
Computing Stable Skeletons with Particle Filters.
PRICAI
(2008)