Jinhua Zhao

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 64

Top Topics

Data Imputation

Behavior Recognition

Top Venues

IEEE Trans. Intell. Transp. Syst.

Appl. Math. Comput.

Publications

Yihong Tang, Zhaokai Wang, Ao Qu, Yihao Yan, Kebing Hou, Dingyi Zhuang, Xiaotong Guo, Jinhua Zhao, Zhan Zhao, Wei Ma
Synergizing Spatial Optimization with Large Language Models for Open-Domain Urban Itinerary Planning. CoRR (2024)
Xiaotong Guo, Hanyong Xu, Dingyi Zhuang, Yunhan Zheng, Jinhua Zhao
Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System. CoRR (2024)
Xiaotong Guo, Jinhua Zhao
Design of Transit-Centric Multimodal Urban Mobility System with Autonomous Mobility-on-Demand. CoRR (2024)
Qingyi Wang, Shenhao Wang, Dingyi Zhuang, Haris N. Koutsopoulos, Jinhua Zhao
Uncertainty Quantification of Spatiotemporal Travel Demand With Probabilistic Graph Neural Networks. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Dingyi Zhuang, Qingyi Wang, Yunhan Zheng, Xiaotong Guo, Shenhao Wang, Haris N. Koutsopoulos, Jinhua Zhao
Advancing Transportation Mode Share Analysis with Built Environment: Deep Hybrid Models with Urban Road Network. CoRR (2024)
Zepu Wang, Dingyi Zhuang, Yankai Li, Jinhua Zhao, Peng Sun, Shenhao Wang, Yulin Hu
ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-Temporal Graph Attention and Bidirectional Recurrent United Neural Networks. ITSC (2023)
Baichuan Mo, Qing Yi Wang, Xiaotong Guo, Matthias Winkenbach, Jinhua Zhao
Predicting Drivers' Route Trajectories in Last-Mile Delivery Using A Pair-wise Attention-based Pointer Neural Network. CoRR (2023)
Qingyi Wang, Shenhao Wang, Dingyi Zhuang, Haris N. Koutsopoulos, Jinhua Zhao
Uncertainty Quantification of Spatiotemporal Travel Demand with Probabilistic Graph Neural Networks. CoRR (2023)
Zepu Wang, Dingyi Zhuang, Yankai Li, Jinhua Zhao, Peng Sun
ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-temporal Graph Attention and Bidirectional Recurrent United Neural Networks. CoRR (2023)
Xiaohan Wang, Zhan Zhao, Hongmou Zhang, Xiaotong Guo, Jinhua Zhao
Quantifying the uneven efficiency benefits of ridesharing market integration. CoRR (2023)
Qingyi Wang, Shenhao Wang, Yunhan Zheng, Hongzhou Lin, Xiaohu Zhang, Jinhua Zhao, Joan Walker
Deep hybrid model with satellite imagery: how to combine demand modeling and computer vision for behavior analysis? CoRR (2023)
Yunhan Zheng, Qingyi Wang, Dingyi Zhuang, Shenhao Wang, Jinhua Zhao
Fairness-enhancing deep learning for ride-hailing demand prediction. CoRR (2023)
Michael Leong, Awad Abdelhalim, Jude Ha, Dianne Patterson, Gabriel L. Pincus, Anthony B. Harris, Michael Eichler, Jinhua Zhao
MetRoBERTa: Leveraging Traditional Customer Relationship Management Data to Develop a Transit-Topic-Aware Language Model. CoRR (2023)
Jinhua Zhao, Hongye Zhu, Lei Niu
BiTNet: A lightweight object detection network for real-time classroom behavior recognition with transformer and bi-directional pyramid network. J. King Saud Univ. Comput. Inf. Sci. 35 (8) (2023)
Baichuan Mo, Zhenliang Ma, Haris N. Koutsopoulos, Jinhua Zhao
Ex Post Path Choice Estimation for Urban Rail Systems Using Smart Card Data: An Aggregated Time-Space Hypernetwork Approach. Transp. Sci. 57 (2) (2023)
Baichuan Mo, Hanyong Xu, Dingyi Zhuang, Ruoyun Ma, Xiaotong Guo, Jinhua Zhao
Large Language Models for Travel Behavior Prediction. CoRR (2023)
Yuzhu Huang, Awad Abdelhalim, Anson Stewart, Jinhua Zhao, Haris N. Koutsopoulos
Reconstructing Transit Vehicle Trajectory Using High-Resolution GPS Data. ITSC (2023)
Dajiang Suo, Baichuan Mo, Jinhua Zhao, Sanjay E. Sarma
Proof of Travel for Trust-Based Data Validation in V2I Communication. IEEE Internet Things J. 10 (11) (2023)
Baichuan Mo, Li Jin, Haris N. Koutsopoulos, Zuo-Jun Max Shen, Jinhua Zhao
Evaluation of Public Transit Systems under Short Random Service Suspensions: A Bulk-Service Queuing Approach. CoRR (2023)
Jinhua Zhao, Hongye Zhu
CBPH-Net: A Small Object Detector for Behavior Recognition in Classroom Scenarios. IEEE Trans. Instrum. Meas. 72 (2023)
Dingyi Zhuang, Yuzhu Huang, Vindula Jayawardana, Jinhua Zhao, Dajiang Suo, Cathy Wu
The Braess's Paradox in Dynamic Traffic. ITSC (2022)
Hongmou Zhang, Xiaotong Guo, Jinhua Zhao
Economies and Diseconomies of Scale in Segmented Mobility Sharing Markets. CoRR (2022)
Hervé L. M. Kerivin, Jinhua Zhao
Bounded-degree rooted tree and TDI-ness. RAIRO Oper. Res. 56 (4) (2022)
Dingyi Zhuang, Shenhao Wang, Haris N. Koutsopoulos, Jinhua Zhao
Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks. CoRR (2022)
Dingyi Zhuang, Yuzhu Huang, Vindula Jayawardana, Jinhua Zhao, Dajiang Suo, Cathy Wu
The Braess Paradox in Dynamic Traffic. CoRR (2022)
Dingyi Zhuang, Shenhao Wang, Haris N. Koutsopoulos, Jinhua Zhao
Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks. KDD (2022)
Hervé Kerivin, Jinhua Zhao
A computational study on the Maximum-Weight Bounded-Degree Rooted Tree Problem. Appl. Math. Comput. 413 (2022)
Baichuan Mo, Zhan Zhao, Haris N. Koutsopoulos, Jinhua Zhao
Individual Mobility Prediction in Mass Transit Systems Using Smart Card Data: An Interpretable Activity-Based Hidden Markov Approach. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Peyman Noursalehi, Haris N. Koutsopoulos, Jinhua Zhao
Dynamic Origin-Destination Prediction in Urban Rail Systems: A Multi-Resolution Spatio-Temporal Deep Learning Approach. IEEE Trans. Intell. Transp. Syst. 23 (6) (2022)
Yiwen Sun, Wenzheng Hu, Donghua Zhou, Baichuan Mo, Kun Fu, Zhengping Che, Zheng Wang, Shenhao Wang, Jinhua Zhao, Jieping Ye, Jian Tang, Changshui Zhang
Alleviating Data Sparsity Problems in Estimated Time of Arrival via Auxiliary Metric Learning. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Xianjia Wang, Rui Ding, Jinhua Zhao, Cuiling Gu
The rise and fall of cooperation in populations with multiple groups. Appl. Math. Comput. 413 (2022)
Baichuan Mo, Haris N. Koutsopoulos, Zuo-Jun Max Shen, Jinhua Zhao
Robust Path Recommendations During Public Transit Disruptions Under Demand Uncertainty. CoRR (2022)
Dániel Kondor, Xiaohu Zhang, Malika Meghjani, Paolo Santi, Jinhua Zhao, Carlo Ratti
Estimating the Potential for Shared Autonomous Scooters. IEEE Trans. Intell. Transp. Syst. 23 (5) (2022)
Awad Abdelhalim, Jinhua Zhao
TranViT: An Integrated Vision Transformer Framework for Discrete Transit Travel Time Range Prediction. CoRR (2022)
Yan Leng, Jinhua Zhao, Haris N. Koutsopoulos
Leveraging Individual and Collective Regularity to Profile and Segment User Locations from Mobile Phone Data. ACM Trans. Manag. Inf. Syst. 12 (3) (2021)
Baichuan Mo, Zhan Zhao, Haris N. Koutsopoulos, Jinhua Zhao
Individual Mobility Prediction: An Interpretable Activity-based Hidden Markov Approach. CoRR (2021)
Shenhao Wang, Baichuan Mo, Stephane Hess, Jinhua Zhao
Comparing hundreds of machine learning classifiers and discrete choice models in predicting travel behavior: an empirical benchmark. CoRR (2021)
Jinhua Zhao, Xianjia Wang, Lei Niu, Cuiling Gu
Environmental feedback and cooperation in climate change dilemma. Appl. Math. Comput. 397 (2021)
Jinhua Zhao, Xianjia Wang, Cuiling Gu, Ying Qin
Structural Heterogeneity and Evolutionary Dynamics on Complex Networks. Dyn. Games Appl. 11 (3) (2021)
Yunhan Zheng, Shenhao Wang, Jinhua Zhao
Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models. CoRR (2021)
Dajiang Suo, M. Elena Renda, Jinhua Zhao
Quantifying the Tradeoff Between Cybersecurity and Location Privacy. CoRR (2021)
Dajiang Suo, Jinhua Zhao, Sanjay E. Sarma
Proof of Travel for Trust-Based Data Validation in V2I Communication Part I: Methodology. CoRR (2021)
Zhan Zhao, Haris N. Koutsopoulos, Jinhua Zhao
Identifying Hidden Visits from Sparse Call Detail Record Data. CoRR (2021)
Shenhao Wang, Baichuan Mo, Jinhua Zhao
Theory-based residual neural networks: A synergy of discrete choice models and deep neural networks. CoRR (2020)
Cuiling Gu, Xianjia Wang, Jinhua Zhao, Rui Ding, Qilong He
Evolutionary game dynamics of Moran process with fuzzy payoffs and its application. Appl. Math. Comput. 378 (2020)
Baichuan Mo, Kairui Feng, Yu Shen, Clarence Tam, Daqing Li, Yafeng Yin, Jinhua Zhao
Modeling Epidemic Spreading through Public Transit using Time-Varying Encounter Network. CoRR (2020)
Baichuan Mo, Zhenliang Ma, Haris N. Koutsopoulos, Jinhua Zhao
Assignment-based Path Choice Estimation for Metro Systems Using Smart Card Data. CoRR (2020)
Baichuan Mo, Zhenliang Ma, Haris N. Koutsopoulos, Jinhua Zhao
Calibrating Path Choices and Train Capacities for Urban Rail Transit Simulation Models Using Smart Card Data. CoRR (2020)
Baichuan Mo, Zhejing Cao, Hongmou Zhang, Yu Shen, Jinhua Zhao
Dynamic Interaction between Shared Autonomous Vehicles and Public Transit: A Competitive Perspective. CoRR (2020)
Shenhao Wang, Jinhua Zhao
Multitask Learning Deep Neural Network to Combine Revealed and Stated Preference Data. CoRR (2019)
Hongmou Zhang, Jinhua Zhao
Mobility Sharing as a Preference Matching Problem. IEEE Trans. Intell. Transp. Syst. 20 (7) (2019)
Shenhao Wang, Jinhua Zhao
Deep Neural Networks for Choice Analysis: Architectural Design with Alternative-Specific Utility Functions. CoRR (2019)
Dániel Kondor, Xiaohu Zhang, Malika Meghjani, Paolo Santi, Jinhua Zhao, Carlo Ratti
Estimating the potential for shared autonomous scooters. CoRR (2019)
Saeid Saidi, Nigel H. M. Wilson, Haris N. Koutsopoulos, Jinhua Zhao
Mesoscopic Modeling of Train Operations: Application to the MBTA Red Line. ITSC (2019)
Yanyan Xu, Shan Jiang, Ruiqi Li, Jiang Zhang, Jinhua Zhao, Sofiane Abbar, Marta C. González
exposure in Beijing: A big data approach. Comput. Environ. Urban Syst. 75 (2019)
Gabriel Goulet-Langlois, Haris N. Koutsopoulos, Zhan Zhao, Jinhua Zhao
Measuring Regularity of Individual Travel Patterns. IEEE Trans. Intell. Transp. Syst. 19 (5) (2018)
Shenhao Wang, Jinhua Zhao
Using Deep Neural Network to Analyze Travel Mode Choice With Interpretable Economic Information: An Empirical Example. CoRR (2018)
Xiaojiang Li, Bill Yang Cai, Waishan Qiu, Jinhua Zhao, Carlo Ratti
A novel method for predicting and mapping the presence of sun glare using Google Street View. CoRR (2018)
Yan Leng, Haris N. Koutsopoulos, Jinhua Zhao
Profiling presence patterns and segmenting user locations from cell phone data. CoRR (2018)
Jian Wen, Jinhua Zhao, Patrick Jaillet
Rebalancing shared mobility-on-demand systems: A reinforcement learning approach. ITSC (2017)
Qiang Huang, Dehua Zhang, Le Chang, Jinhua Zhao
Building Root of Trust for Report with Virtual AIK and Virtual PCR Usage for Cloud. SpaCCS (2016)
Siqi Lu, Jinhua Zhao, Qingfeng Cheng
Cryptanalysis and improvement of an efficient authenticated key exchange protocol with tight security reduction. Int. J. Commun. Syst. 29 (3) (2016)
Aidan O'Sullivan, Francisco C. Pereira, Jinhua Zhao, Harilaos N. Koutsopoulos
Uncertainty in Bus Arrival Time Predictions: Treating Heteroscedasticity With a Metamodel Approach. IEEE Trans. Intell. Transp. Syst. 17 (11) (2016)
Yan Leng, Larry Rudolph, Alex Pentland, Jinhua Zhao, Haris N. Koutsopoulos
Managing travel demand: Location recommendation for system efficiency based on mobile phone data. CoRR (2016)
Yujuan Li, Jinhua Zhao, Huaifu Wang
On the Primitivity of Trinomials over Small Finite Fields. IACR Cryptol. ePrint Arch. 2014 (2014)
Hervé Kerivin, Jinhua Zhao
Polyhedral study for the maximum bounded r-tree problem. CoDIT (2014)
Yujuan Li, Huaifu Wang, Jinhua Zhao
On the Primitivity of some Trinomials over Finite Fields. IACR Cryptol. ePrint Arch. 2013 (2013)
Xuandong Li, Xiaokang Qiu, Linzhang Wang, Xin Chen, Zhou Zhou, Liqian Yu, Jinhua Zhao
UML interaction model-driven runtime verification of Java programs. IET Softw. 5 (2) (2011)
Yueying Huo, Wenquan Li, Jinhua Zhao, Shoulin Zhu
Analysis of the Maximum Straight Line Length for Prairie Highway using Driver's Heart Rate Variability. Int. J. Comput. Intell. Syst. 4 (3) (2011)
Zhenguo Gao, Sheng Liu, Ming Ji, Jinhua Zhao, Lihua Liang
FTSCP: An Efficient Distributed Fault-Tolerant Service Composition Protocol for MANETs. HPCC (2007)
Zhenguo Gao, Sheng Liu, Mei Yang, Jinhua Zhao, Jiguang Song
A Generic Minimum Dominating Forward Node Set Based Service Discovery Protocol for MANETs. HPCC (2007)
Subir Bose, Jinhua Zhao
Optimal use of correlated information in mechanism design when full surplus extraction may be impossible. J. Econ. Theory 135 (1) (2007)
Jinhua Zhao, Adam Rahbee, Nigel H. M. Wilson
Estimating a Rail Passenger Trip Origin-Destination Matrix Using Automatic Data Collection Systems. Comput. Aided Civ. Infrastructure Eng. 22 (5) (2007)