Yudong Tao

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 35

Top Topics

Convolutional Neural Networks

Imbalanced Data Classification

Disaster Response

Top Venues

ACM Comput. Surv.

Publications

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)