Ding, Jingtao
- Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives
2023/12/19 by Chen Gao, Xiaochong Lan, Gao, Chen +13 · 66 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)
- Understanding World or Predicting Future? A Comprehensive Survey of World Models
2024/11/21 by Ding, Jingtao, Zhang, Yunke, Shang, Yu +9 · 42 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering
2020/09/07 by Ding, Jingtao, Quan, Yuhan, Yao, Quanming +2 · 4 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- 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
- UrbanWorld: An Urban World Model for 3D City Generation
2024/07/16 by Shang, Yu, Lin, Yuming, Zheng, Yu +6 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion
2023/09/19 by Zhou, Zhilun, Ding, Jingtao, Liu, Yu +2 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
- 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
- Complexity-aware Large Scale Origin-Destination Network Generation via Diffusion Model
2023/06/08 by Rong, Can, Ding, Jingtao, Liu, Zhicheng +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation
2024/02/19 by Yuan Yuan, Chenyang Shao, Yuan, Yuan +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
- LCSim: A Large-Scale Controllable Traffic Simulator
2024/06/28 by Yuheng Zhang, Zhang, Yuheng, Tianjian Ouyang +12 · 2 citations
Decision Sciences · Engineering · #FOS: Computer and information sciences #Robotics (cs.RO) #Simulation Techniques and Applications #Traffic Prediction and Management Techniques #Vehicular Ad Hoc Networks (VANETs)
- 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
- 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
- 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
- Estimating On-road Transportation Carbon Emissions from Open Data of Road Network and Origin-destination Flow Data
2024/02/07 by Zeng, Jinwei, Liu, Yu, Ding, Jingtao +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- 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)
- A Large-scale Benchmark Dataset for Commuting Origin-destination Matrix Generation
2024/07/22 by Rong, Can, Ding, Jingtao, Liu, Yan +1 · 1 citation
#FOS: Computer and information sciences #Social and Information Networks (cs.SI)
- FingerTip 20K: A Benchmark for Proactive and Personalized Mobile LLM Agents
2025/06/09 by Yang, Qinglong, Li, Haoming, Zhao, Haotian +4 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow Prediction
2024/11/20 by Yuan, Yuan, Ding, Jingtao, Han, Chonghua +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)