Jingtao Ding

1. Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives
   2023/12/19 by Chen Gao, Gao, Chen, Xiaochong Lan +13 · 67 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA)
2. Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs
   2024/02/15 by Chenyang Shao, Fengli Xu, Shao, Chenyang +10 · 6 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Data Management and Algorithms #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis
3. Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length
   2024/11/06 by Zihan Yu, Yu, Zihan, Jingtao Ding +4 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Text and Document Classification Technologies
4. Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation
   2024/02/19 by Yuan Yuan, Yuan, Yuan, Chenyang Shao +7 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Text and Document Classification Technologies
5. Noise Matters: Diffusion Model-based Urban Mobility Generation with Collaborative Noise Priors
   2024/12/06 by Yuheng Zhang, Zhang, Yuheng, Yuan Yuan +7 · 2 citations
   Social Sciences · #Human Mobility and Location-Based Analysis #Transportation Planning and Optimization #Urban Transport and Accessibility
6. Alleviating Video-Length Effect for Micro-video Recommendation
   2023/08/28 by Yuhan Quan, Jingtao Ding, Quan, Yuhan +11 · 1 citation
   Computer Science · Neuroscience · #FOS: Computer and information sciences #Image and Video Quality Assessment #Information Retrieval (cs.IR) #Mind wandering and attention #Recommender Systems and Techniques
7. Discovering network dynamics with neural symbolic regression
   2025/10/23 by Zihan Yu, Jingtao Ding, Yong Li · 1 voice · 3 citations
   Computer Science · Physics and Astronomy · #Neural Networks and Applications #Model Reduction and Neural Networks #Evolutionary Algorithms and Applications
8. Unveiling the Power of Noise Priors: Enhancing Diffusion Models for Mobile Traffic Prediction
   2025/01/23 by Z. Z. Sheng, Sheng, Zhi, Yuan, Daisy +4 · 2 citations
   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
9. Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction
   2023/02/25 by Yu Liu, Xin Zhang, Liu, Yu +7 · 1 citation
   Computer Science · Environmental Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Land Use and Ecosystem Services #Video Surveillance and Tracking Methods
10. Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems
    2025/05/24 by Jiazhen Liu, Liu, Jiazhen, Ruikun Li +11 · 3 citations
    Social Sciences · #Computational Engineering #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #Finance #and Science (cs.CE)