Zehao Yu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 52

Top Topics

Depth Estimation

Language Processing

Diabetic Retinopathy

Top Venues

J. Biomed. Informatics

Publications

Binbin Huang, Zehao Yu, Anpei Chen, Andreas Geiger, Shenghua Gao
2D Gaussian Splatting for Geometrically Accurate Radiance Fields. SIGGRAPH (Conference Paper Track) (2024)
Cheng Peng, Xi Yang, Kaleb E. Smith, Zehao Yu, Aokun Chen, Jiang Bian, Yonghui Wu
Model tuning or prompt Tuning? a study of large language models for clinical concept and relation extraction. J. Biomed. Informatics 153 (2024)
Zehao Yu, Torsten Sattler, Andreas Geiger
Gaussian Opacity Fields: Efficient and Compact Surface Reconstruction in Unbounded Scenes. CoRR (2024)
Zehao Yu, Cheng Peng, Xi Yang, Chong Dang, Prakash Adekkanattu, Braja Gopal Patra, Yifan Peng, Jyotishman Pathak, Debbie L. Wilson, Ching-Yuan Chang, Wei-Hsuan Lo-Ciganic, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu
Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias. J. Biomed. Informatics 153 (2024)
Lei Li, Songyou Peng, Zehao Yu, Shaohui Liu, Rémi Pautrat, Xiaochuan Yin, Marc Pollefeys
3D Neural Edge Reconstruction. CoRR (2024)
Yushi Liu, Alexander Qualmann, Zehao Yu, Miroslav Gabriel, Philipp Schillinger, Markus Spies, Ngo Anh Vien, Andreas Geiger
Efficient End-to-End Detection of 6-DoF Grasps for Robotic Bin Picking. CoRR (2024)
Binbin Huang, Zehao Yu, Anpei Chen, Andreas Geiger, Shenghua Gao
2D Gaussian Splatting for Geometrically Accurate Radiance Fields. CoRR (2024)
Yushi Liu, Alexander Qualmann, Zehao Yu, Miroslav Gabriel, Philipp Schillinger, Markus Spies, Ngo Anh Vien, Andreas Geiger
Efficient End-to-End Detection of 6-DoF Grasps for Robotic Bin Picking. ICRA (2024)
Cheng Peng, Zehao Yu, Kaleb E. Smith, Wei-Hsuan Lo-Ciganic, Jiang Bian, Yonghui Wu
Improving Generalizability of Extracting Social Determinants of Health Using Large Language Models through Prompt-tuning. CoRR (2024)
Ruoyu Wang, Zehao Yu, Shenghua Gao
PlaneDepth: Self-Supervised Depth Estimation via Orthogonal Planes. CVPR (2023)
Aokun Chen, Zehao Yu, Xi Yang, Yi Guo, Jiang Bian, Yonghui Wu
Contextualized medication information extraction using Transformer-based deep learning architectures. J. Biomed. Informatics 142 (2023)
Zehao Yu, Anpei Chen, Binbin Huang, Torsten Sattler, Andreas Geiger
Mip-Splatting: Alias-free 3D Gaussian Splatting. CoRR (2023)
Aman Pathak, Zehao Yu, Daniel Paredes, Elio Paul Monsour, Andrea Ortiz Rocha, Juan P. Brito, Naykky Singh Ospina, Yonghui Wu
Extracting Thyroid Nodules Characteristics from Ultrasound Reports Using Transformer-based Natural Language Processing Methods. CoRR (2023)
Aokun Chen, Zehao Yu, Xi Yang, Yi Guo, Jiang Bian, Yonghui Wu
Contextualized Medication Information Extraction Using Transformer-based Deep Learning Architectures. CoRR (2023)
Cheng Peng, Xi Yang, Kaleb E. Smith, Zehao Yu, Aokun Chen, Jiang Bian, Yonghui Wu
Model Tuning or Prompt Tuning? A Study of Large Language Models for Clinical Concept and Relation Extraction. CoRR (2023)
Cheng Peng, Xi Yang, Zehao Yu, Jiang Bian, William R. Hogan, Yonghui Wu
Clinical Concept and Relation Extraction Using Prompt-based Machine Reading Comprehension. CoRR (2023)
Aokun Chen, Daniel Paredes, Zehao Yu, Xiwei Lou, Roberta Brunson, Jamie N. Thomas, Kimberly A. Martinez, Robert J. Lucero, Tanja Magoc, Laurence M. Solberg, Urszula Alina Snigurska, Sarah E. Ser, Mattia C. F. Prosperi, Jiang Bian, Ragnhildur I. Bjarnadottir, Yonghui Wu
Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing. CoRR (2023)
Cheng Peng, Xi Yang, Zehao Yu, Jiang Bian, William R. Hogan, Yonghui Wu
Clinical concept and relation extraction using prompt-based machine reading comprehension. J. Am. Medical Informatics Assoc. 30 (9) (2023)
Kashyap Chitta, Aditya Prakash, Bernhard Jaeger, Zehao Yu, Katrin Renz, Andreas Geiger
TransFuser: Imitation With Transformer-Based Sensor Fusion for Autonomous Driving. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Cheng Peng, Xi Yang, Aokun Chen, Zehao Yu, Kaleb E. Smith, Anthony B. Costa, Mona G. Flores, Jiang Bian, Yonghui Wu
Generative Large Language Models Are All-purpose Text Analytics Engines: Text-to-text Learning Is All Your Need. CoRR (2023)
Yuting Xiao, Jingwei Xu, Zehao Yu, Shenghua Gao
DebSDF: Delving into the Details and Bias of Neural Indoor Scene Reconstruction. CoRR (2023)
Zehao Yu, Xi Yang, Gianna L. Sweeting, Yinghan Ma, Skylar E. Stolte, Ruogu Fang, Yonghui Wu
Identify diabetic retinopathy-related clinical concepts and their attributes using transformer-based natural language processing methods. BMC Medical Informatics Decis. Mak. (3) (2022)
Zehao Yu, Songyou Peng, Michael Niemeyer, Torsten Sattler, Andreas Geiger
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction. NeurIPS (2022)
Kashyap Chitta, Aditya Prakash, Bernhard Jäger, Zehao Yu, Katrin Renz, Andreas Geiger
TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving. CoRR (2022)
Zehao Yu, Songyou Peng, Michael Niemeyer, Torsten Sattler, Andreas Geiger
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction. CoRR (2022)
Zehao Yu, Xi Yang, Yiqing Chen, Ruogu Fang, William R. Hogan, Yan Gong, Yonghui Wu
Identify Cancer Patients at Risk for Heart Failure using Electronic Health Record and Genetic Data. ICHI (2022)
Zehao Yu, Xi Yang, Chong Dang, Prakash Adekkanattu, Braja Gopal Patra, Yifan Peng, Jyotishman Pathak, Debbie L. Wilson, Ching-Yuan Chang, Wei-Hsuan Lo-Ciganic, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu
SODA: A Natural Language Processing Package to Extract Social Determinants of Health for Cancer Studies. CoRR (2022)
Ruoyu Wang, Zehao Yu, Shenghua Gao
PlaneDepth: Plane-Based Self-Supervised Monocular Depth Estimation. CoRR (2022)
Dongze Lian, Zehao Yu, Xing Sun, Shenghua Gao
AS-MLP: An Axial Shifted MLP Architecture for Vision. ICLR (2022)
Zehao Yu, Xingzai Lv, Hua Rui, Wei Lin
Digital Twin Channel: A Data-Driven Continuous Trajectory Modeling. DTPI (2021)
Zehao Yu, Xi Yang, Chong Dang, Songzi Wu, Prakash Adekkanattu, Jyotishman Pathak, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu
A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models. CoRR (2021)
Zehao Yu, Xi Yang, Chong Dang, Songzi Wu, Prakash Adekkanattu, Jyotishman Pathak, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu
A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models. AMIA (2021)
Xi Yang, Zehao Yu, Yi Guo, Jiang Bian, Yonghui Wu
Clinical Relation Extraction Using Transformer-based Models. CoRR (2021)
Zehao Yu
Methods on Detecting Closely Related Topics and Spatial Events. Int. J. Softw. Eng. Knowl. Eng. 31 (10) (2021)
Zehao Yu, Xi Yang, Gianna L. Sweeting, Yinghan Ma, Skylar E. Stolte, Ruogu Fang, Yonghui Wu
Identify Diabetic Retinopathy-related Clinical Concepts Using Transformer-based Natural Language Processing Methods. ICHI (2021)
Dongze Lian, Zehao Yu, Xing Sun, Shenghua Gao
AS-MLP: An Axial Shifted MLP Architecture for Vision. CoRR (2021)
Zehao Yu
An Event Detection Method Combining Temporal Dimension and Position Dimension. KSEM (2021)
Zehao Yu, Lei Jin, Shenghua Gao
Net: Patch-Match and Plane-Regularization for Unsupervised Indoor Depth Estimation. ECCV (24) (2020)
Zehao Yu, Lei Jin, Shenghua Gao
Net: Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation. CoRR (2020)
Zehao Yu, Shenghua Gao
Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement. CoRR (2020)
Zehao Yu, Zhenyu Liu, Florian Meyer, Andrea Conti, Moe Z. Win
Localization Based on Channel Impulse Response Estimates. PLANS (2020)
Zehao Yu, Shenghua Gao
Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement. CVPR (2020)
Zehao Yu
Two Improved Topic Word Detection Algorithms. Int. J. Softw. Eng. Knowl. Eng. 30 (8) (2020)
Zhi Tu, Shenghua Gao, Kang Zhou, Xianing Chen, Huazhu Fu, Zaiwang Gu, Jun Cheng, Zehao Yu, Jiang Liu
SUNet: A Lesion Regularized Model for Simultaneous Diabetic Retinopathy and Diabetic Macular Edema Grading. ISBI (2020)
Dongze Lian, Zehao Yu, Shenghua Gao
Believe It or Not, We Know What You Are Looking at! CoRR (2019)
Zehao Yu, Jia Zheng, Dongze Lian, Zihan Zhou, Shenghua Gao
Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding. CoRR (2019)
Zehao Yu, Jia Zheng, Dongze Lian, Zihan Zhou, Shenghua Gao
Single-Image Piece-Wise Planar 3D Reconstruction via Associative Embedding. CVPR (2019)
Guosheng Hu, Li Liu, Yang Yuan, Zehao Yu, Yang Hua, Zhihong Zhang, Fumin Shen, Ling Shao, Timothy M. Hospedales, Neil Martin Robertson, Yongxin Yang
Deep Multi-task Learning to Recognise Subtle Facial Expressions of Mental States. ECCV (12) (2018)
Dongze Lian, Zehao Yu, Shenghua Gao
Believe It or Not, We Know What You Are Looking At! ACCV (3) (2018)
Guosheng Hu, Yuxin Hu, Kai Yang, Zehao Yu, Flood Sung, Zhihong Zhang, Fei Xie, Jianguo Liu, Neil Martin Robertson, Timothy M. Hospedales, Qiangwei Miemie
Deep Stock Representation Learning: From Candlestick Charts to Investment Decisions. ICASSP (2018)
Zehao Yu, Cong Shen, Pengkai Zhao, Xiliang Luo
On Energy Efficient Uplink Multi-User MIMO with Shared LNA Control. CoRR (2017)
Cong Shen, Zehao Yu, Chang Wen Chen, Feng Wu
On the effective capacities of distributed and co-located large-scale antenna systems. ICC (2017)