Jinhua Zhao

1. MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
   2025/06/18 by Zijian Zhou, Ao Qu, Zhou, Zijian +15 · 45 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
2. Theory-based residual neural networks: A synergy of discrete choice models and deep neural networks
   2020/10/22 by Shenhao Wang, Wang, Shenhao, Baichuan Mo +3 · 4 citations
   Economics, Econometrics and Finance · Engineering · Social Sciences · #Econometrics (econ.EM) #Economic and Environmental Valuation #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Transportation Planning and Optimization
3. Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models
   2021/09/25 by Yunhan Zheng, Zheng, Yunhan, Shenhao Wang +3 · 2 citations
   Energy · Social Sciences · #Applications (stat.AP) #Energy, Environment, and Transportation Policies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Transportation Planning and Optimization #Urban Transport and Accessibility
4. Worse than Baumol's disease: The implications of labor productivity, contracting out, and unionization on transit operation costs
   2017/10/23 by Javier Morales Sarriera, Frederick P. Salvucci, Frederick Salvucci +1 · 1 voice · 1 citation
   Economics, Econometrics and Finance · Health Professions · #Fiscal Policy and Economic Growth #Global Health Care Issues #Healthcare Policy and Management
5. Fairness-enhancing deep learning for ride-hailing demand prediction
   2023/03/10 by Yunhan Zheng, Qingyi Wang, Zheng, Yunhan +7 · 2 citations
   Engineering · Social Sciences · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Transportation Planning and Optimization #Transportation and Mobility Innovations
6. Robust Path Recommendations During Public Transit Disruptions Under Demand Uncertainty
   2022/01/05 by Baichuan Mo, Haris N. Koutsopoulos, Mo, Baichuan +4 · 1 citation
   Engineering · Social Sciences · #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #Transportation Planning and Optimization #Transportation and Mobility Innovations #Urban Transport and Accessibility #electronic engineering #information engineering
7. Reconstructing Transit Vehicle Trajectory Using High-Resolution GPS Data
   2023/05/24 by Yuzhu Huang, Awad Abdelhalim, Huang, Yuzhu +7 · 1 citation
   Engineering · #Applications (stat.AP) #Automated Road and Building Extraction #FOS: Computer and information sciences #Traffic Prediction and Management Techniques #Traffic and Road Safety
8. Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System
   2023/12/29 by Xiaotong Guo, Guo, Xiaotong, Hanyong Xu +7 · 1 citation
   Business, Management and Accounting · Engineering · Social Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sharing Economy and Platforms #Transportation Planning and Optimization #Transportation and Mobility Innovations
9. MetRoBERTa: Leveraging Traditional Customer Relationship Management Data to Develop a Transit-Topic-Aware Language Model
   2023/08/09 by Michael S. Leong, Leong, Michael, Awad Abdelhalim +13 · 1 citation
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Sentiment Analysis and Opinion Mining #Transportation Planning and Optimization
10. ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-temporal Graph Attention and Bidirectional Recurrent United Neural Networks
    2023/05/10 by Zepu Wang, Wang, Zepu, Dingyi Zhuang +9 · 1 citation
    Engineering · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Transportation Planning and Optimization
11. Mitigating Spatial Disparity in Urban Prediction Using Residual-Aware Spatiotemporal Graph Neural Networks: A Chicago Case Study
    2025/01/20 by Dingyi Zhuang, Zhuang, Dingyi, Hanyong Xu +9 · 1 citation
    Engineering · Environmental Science · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Impact of Light on Environment and Health #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
12. GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks
    2024/10/12 by Dingyi Zhuang, Chonghe Jiang, Zhuang, Dingyi +7 · 1 citation
    Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Neural Networks and Applications
13. Real time transit demand prediction capturing station interactions and impact of special events
    2018/11/06 by Peyman Noursalehi, Haris N. Koutsopoulos, Jinhua Zhao · 1 citation
    Engineering · Social Sciences · #Human Mobility and Location-Based Analysis #Traffic Prediction and Management Techniques #Transportation Planning and Optimization