Zhao, Jinhua

1. MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
   2025/06/18 by Zijian Zhou, Zhou, Zijian, Ao Qu +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. Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Spatial Reasoning
   2024/10/21 by Tang, Yihong, Qu, Ao, Wang, Zhaokai +7 · 15 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Large Language Models for Travel Behavior Prediction
   2023/11/30 by Mo, Baichuan, Xu, Hanyong, Zhuang, Dingyi +3 · 5 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. 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
5. 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 · 2 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
6. Fairness-enhancing deep learning for ride-hailing demand prediction
   2023/03/10 by Yunhan Zheng, Zheng, Yunhan, Qingyi Wang +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
7. Quantifying the uneven efficiency benefits of ridesharing market integration
   2023/02/05 by Wang, Xiaohan, Zhao, Zhan, Zhang, Hongmou +2 · 1 citation
   #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
8. Predicting Drivers' Route Trajectories in Last-Mile Delivery Using A Pair-wise Attention-based Pointer Neural Network
   2023/01/10 by Mo, Baichuan, Wang, Qing Yi, Guo, Xiaotong +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System
   2023/12/29 by Xiaotong Guo, Hanyong Xu, Guo, Xiaotong +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
10. MetRoBERTa: Leveraging Traditional Customer Relationship Management Data to Develop a Transit-Topic-Aware Language Model
    2023/08/09 by Michael S. Leong, Awad Abdelhalim, Leong, Michael +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
11. Simulating the Integration of Urban Air Mobility into Existing Transportation Systems: A Survey
    2023/01/25 by Xuan Jiang, Yuhan Tang, Jiang, Xuan +12 · 1 citation
    Engineering · #Air Traffic Management and Optimization #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Robotics (cs.RO) #Traffic control and management #Vehicular Ad Hoc Networks (VANETs)
12. 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 Wang, Zepu, Zhuang, Dingyi, Li, Yankai +4 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. 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
14. AlphaOPT: Formulating Optimization Programs with Self-Improving LLM Experience Library
    2025/10/21 by Kong, Minwei, Qu, Ao, Guo, Xiaotong +12 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
15. 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