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Yudong Tao
ORCID
Publication Activity (10 Years)
Years Active: 2015-2024
Publications (10 Years): 35
Top Topics
Convolutional Neural Networks
Imbalanced Data Classification
Disaster Response
E Learning
Top Venues
IRI
MIPR
TRECVID
ACM Comput. Surv.
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Publications
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Rui Ma
,
Yudong Tao
,
Mohamed M. Khodeiry
,
Xiangxiang Liu
,
Ximena Mendoza
,
Yuan Liu
,
Mei-Ling Shyu
,
Richard K. Lee
An Extensive-Form Game Paradigm for Visual Field Testing via Deep Reinforcement Learning.
IEEE Trans. Biomed. Eng.
71 (2) (2024)
Yudong Tao
,
Chuang Yang
,
Tianyi Wang
,
Erik Coltey
,
Yanxiu Jin
,
Yinghao Liu
,
Renhe Jiang
,
Zipei Fan
,
Xuan Song
,
Ryosuke Shibasaki
,
Shu-Ching Chen
,
Mei-Ling Shyu
,
Steven Luis
A Survey on Data-driven COVID-19 and Future Pandemic Management.
ACM Comput. Surv.
55 (7) (2023)
Rui Ma
,
Yudong Tao
,
Mohamed M. Khodeiry
,
Karam A. Alawa
,
Mei-Ling Shyu
,
Richard K. Lee
Enhancing Noisy Binary Search Efficiency through Deep Reinforcement Learning.
IRI
(2023)
Renhe Jiang
,
Zhaonan Wang
,
Yudong Tao
,
Chuang Yang
,
Xuan Song
,
Ryosuke Shibasaki
,
Shu-Ching Chen
,
Mei-Ling Shyu
Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster.
WWW
(2023)
Anchen Sun
,
Yudong Tao
,
Mei-Ling Shyu
,
Angela Blizzard
,
William Andrew Rothenberg
,
Dainelys Garcia
,
Jason F. Jent
Multimodal Data Integration and User Interaction for Avatar Simulation in Augmented Reality.
Int. J. Multim. Data Eng. Manag.
13 (1) (2022)
Yudong Tao
,
Tianyi Wang
,
Anchen Sun
,
Shahid S. Hamid
,
Shu-Ching Chen
,
Mei-Ling Shyu
Florida public hurricane loss model: Software system for insurance loss projection.
Softw. Pract. Exp.
52 (7) (2022)
Maria E. Presa Reyes
,
Yudong Tao
,
Rui Ma
,
Shu-Ching Chen
,
Mei-Ling Shyu
Multi-Source Weak Supervision Fusion for Disaster Scene Recognition in Videos.
MIPR
(2022)
Maria E. Presa Reyes
,
Yudong Tao
,
Shu-Ching Chen
,
Mei-Ling Shyu
Deep Learning With Weak Supervision for Disaster Scene Description in Low-Altitude Imagery.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Haiman Tian
,
Maria E. Presa Reyes
,
Yudong Tao
,
Tianyi Wang
,
Samira Pouyanfar
,
Miguel Alonso
,
Steven Luis
,
Mei-Ling Shyu
,
Shu-Ching Chen
,
Sundaraja Sitharama Iyengar
Data Analytics for Air Travel Data: A Survey and New Perspectives.
ACM Comput. Surv.
54 (8) (2022)
Yi Zhang
,
Yudong Tao
,
Mei-Ling Shyu
,
Lynn K. Perry
,
Prem R. Warde
,
Daniel S. Messinger
,
Chaoming Song
Simulating COVID19 Transmission From Observed Movement: An Agent-Based Model of Classroom Dispersion.
CoRR
(2021)
Junzhe Cai
,
Changhao Yan
,
Yudong Tao
,
Yibo Lin
,
Sheng-Guo Wang
,
David Z. Pan
,
Xuan Zeng
A Novel and Unified Full-Chip CMP Model Aware Dummy Fill Insertion Framework With SQP-Based Optimization Method.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
40 (3) (2021)
Yudong Tao
,
Renhe Jiang
,
Erik Coltey
,
Chuang Yang
,
Xuan Song
,
Ryosuke Shibasaki
,
Mei-Ling Shyu
,
Shu-Ching Chen
Data-Driven In-Crisis Community Identification for Disaster Response and Management.
CIC
(2021)
Erik Coltey
,
Yudong Tao
,
Tianyi Wang
,
Shahin Vassigh
,
Shu-Ching Chen
,
Mei-Ling Shyu
Generalized Structure for Adaptable Immersive Learning Environments.
IRI
(2021)
Anchen Sun
,
Yudong Tao
,
Mei-Ling Shyu
,
Shu-Ching Chen
,
Angela Blizzard
,
William Andrew Rothenberg
,
Dainelys Garcia
,
Jason F. Jent
Multimodal Data Integration for Interactive and Realistic Avatar Simulation in Augmented Reality.
IRI
(2021)
Daniel S. Messinger
,
Lynn Perry
,
Chaoming Song
,
Yudong Tao
,
Samantha G. Mitsven
,
Regina Fasano
,
Chitra Banarjee
,
Yi Zhang
,
Mei-Ling Shyu
Data Drive Development-Multimodal Measurement of Classroom Interaction.
ICMI Companion
(2020)
Maria E. Presa Reyes
,
Yudong Tao
,
Shu-Ching Chen
,
Mei-Ling Shyu
Florida International University - University of Miami TRECVID 2020 DSDI Track.
TRECVID
(2020)
Yudong Tao
,
Rui Ma
,
Mei-Ling Shyu
,
Shu-Ching Chen
Challenges in Energy-Efficient Deep Neural Network Training with FPGA.
CVPR Workshops
(2020)
Tianyi Wang
,
Yudong Tao
,
Shu-Ching Chen
,
Mei-Ling Shyu
Multi-task Multimodal Learning for Disaster Situation Assessment.
MIPR
(2020)
Yudong Tao
,
Erik Coltey
,
Tianyi Wang
,
Miguel Alonso
,
Mei-Ling Shyu
,
Shu-Ching Chen
,
Hadi Alhaffar
,
Albert Elias
,
Biayna Bogosian
,
Shahin Vassigh
Confidence Estimation Using Machine Learning in Immersive Learning Environments.
MIPR
(2020)
Amy Yeo-jin Ahn
,
Jacquelyn Moffitt
,
Yudong Tao
,
Stephanie Custode
,
Mei-Ling Shyu
,
Lynn Perry
,
Daniel S. Messinger
Objective Measurement of Social Communication Behaviors in Children with Suspected ASD During the ADOS-2.
ICMI Companion
(2020)
Haiman Tian
,
Yudong Tao
,
Samira Pouyanfar
,
Shu-Ching Chen
,
Mei-Ling Shyu
Multimodal deep representation learning for video classification.
World Wide Web
22 (3) (2019)
Yudong Tao
,
Samantha G. Mitsven
,
Lynn K. Perry
,
Daniel S. Messinger
,
Mei-Ling Shyu
Audio-Based Group Detection for Classroom Dynamics Analysis.
ICDM Workshops
(2019)
Samira Pouyanfar
,
Yudong Tao
,
Haiman Tian
,
Shu-Ching Chen
,
Mei-Ling Shyu
Multimodal deep learning based on multiple correspondence analysis for disaster management.
World Wide Web
22 (5) (2019)
Samira Pouyanfar
,
Saad Sadiq
,
Yilin Yan
,
Haiman Tian
,
Yudong Tao
,
Maria E. Presa Reyes
,
Mei-Ling Shyu
,
Shu-Ching Chen
,
S. S. Iyengar
A Survey on Deep Learning: Algorithms, Techniques, and Applications.
ACM Comput. Surv.
51 (5) (2019)
Yudong Tao
,
Tianyi Wang
,
Diana Machado
,
Raúl García
,
Yuexuan Tu
,
Maria E. Presa Reyes
,
Yeda Chen
,
Haiman Tian
,
Mei-Ling Shyu
,
Shu-Ching Chen
Florida International University - University ofMiami TRECVID 2019.
TRECVID
(2019)
Yudong Tao
,
Mei-Ling Shyu
SP-ASDNet: CNN-LSTM Based ASD Classification Model using Observer ScanPaths.
ICME Workshops
(2019)
Samira Pouyanfar
,
Yudong Tao
,
Saad Sadiq
,
Haiman Tian
,
Yuexuan Tu
,
Tianyi Wang
,
Shu-Ching Chen
,
Mei-Ling Shyu
Unconstrained Flood Event Detection Using Adversarial Data Augmentation.
ICIP
(2019)
Tianyi Wang
,
Samira Pouyanfar
,
Haiman Tian
,
Yudong Tao
,
Miguel Alonso
,
Steven Luis
,
Shu-Ching Chen
A Framework for Airfare Price Prediction: A Machine Learning Approach.
IRI
(2019)
Yudong Tao
,
Yuexuan Tu
,
Mei-Ling Shyu
Efficient Incremental Training for Deep Convolutional Neural Networks.
MIPR
(2019)
Yuexuan Tu
,
Saad Sadiq
,
Yudong Tao
,
Mei-Ling Shyu
,
Shu-Ching Chen
A Power Efficient Neural Network Implementation on Heterogeneous FPGA and GPU Devices.
IRI
(2019)
Samira Pouyanfar
,
Yudong Tao
,
Anup Mohan
,
Haiman Tian
,
Ahmed S. Kaseb
,
Kent Gauen
,
Ryan Dailey
,
Sarah Aghajanzadeh
,
Yung-Hsiang Lu
,
Shu-Ching Chen
,
Mei-Ling Shyu
Dynamic Sampling in Convolutional Neural Networks for Imbalanced Data Classification.
MIPR
(2018)
Samira Pouyanfar
,
Yudong Tao
,
Haiman Tian
,
Maria E. Presa Reyes
,
Yuexuan Tu
,
Yilin Yan
,
Tianyi Wang
,
Hector Cen Zheng
,
Yingxin Li
,
Saad Sadiq
,
Mei-Ling Shyu
,
Shu-Ching Chen
,
Winnie Chen
,
Tiffany Chen
,
Jonathan Chen
Florida International University - University of Miami TRECVID 2018.
TRECVID
(2018)
Saad Sadiq
,
Yudong Tao
,
Yilin Yan
,
Mei-Ling Shyu
Mining Anomalies in Medicare Big Data Using Patient Rule Induction Method.
BigMM
(2017)
Yilin Yan
,
Samira Pouyanfar
,
Yudong Tao
,
Haiman Tian
,
Maria E. Presa Reyes
,
Mei-Ling Shyu
,
Shu-Ching Chen
,
Winnie Chen
,
Tiffany Chen
,
Jonathan Chen
Florida International University - University of Miami TRECVID 2017.
TRECVID
(2017)
Yudong Tao
,
Changhao Yan
,
Yibo Lin
,
Sheng-Guo Wang
,
David Z. Pan
,
Xuan Zeng
A novel unified dummy fill insertion framework with SQP-based optimization method.
ICCAD
(2016)
Huiliang Shang
,
Yudong Tao
,
Yuan Gao
,
Chen Zhang
,
Xiaoling Wang
An Improved Invariant for Matching Molecular Graphs Based on VF2 Algorithm.
IEEE Trans. Syst. Man Cybern. Syst.
45 (1) (2015)