Yuan Yuan

48 papers A* 9A 1Journal 35Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A survey of physics-informed AI for complex urban systems.
Inf. Fusion
En Xu, Huandong Wang, Yunke Zhang, Sibo Li, Yinzhou Tang, Zhilun Zhou, Yuming Lin, Yuan Yuan, Xiaochen Fan, Jingtao Ding, Yong Li
2026 — conf
Generating Realistic Human Mobility Data with Hybrid Large Language Model Agent.
KDD (1)
Chenyang Shao, Bingbing Fan, Jingtao Ding, Yuan Yuan, Meng Wang, Fengli Xu
2026 J jnl
Understanding World or Predicting Future? A Comprehensive Survey of World Models.
ACM Comput. Surv.
Jingtao Ding, Yunke Zhang, Yu Shang, Yuheng Zhang, Zefang Zong, Jie Feng, Yuan Yuan, Hongyuan Su, Nian Li, Nicholas Sukiennik, Fengli Xu, Yong Li
2025 J jnl
A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science.
CoRR
Jie Feng, Jinwei Zeng, Qingyue Long, Hongyi Chen, Jie Zhao, Yanxin Xi, Zhilun Zhou, Yuan Yuan, Shengyuan Wang, Qingbin Zeng, Songwei Li, Yunke Zhang, Yuming Lin, Tong Li, Jingtao Ding, Chen Gao, Fengli Xu, Yong Li
2025 J jnl
A Survey of Physics-Informed AI for Complex Urban Systems.
CoRR
En Xu, Huandong Wang, Yunke Zhang, Sibo Li, Yinzhou Tang, Zhilun Zhou, Yuming Lin, Yuan Yuan, Xiaochen Fan, Jingtao Ding, Yong Li
2025 — conf
A Universal Model for Human Mobility Prediction.
KDD (1)
Qingyue Long, Yuan Yuan, Yong Li
2025 J jnl
A Universal Pre-Training and Prompting Framework for General Urban Spatio-Temporal Prediction.
IEEE Trans. Knowl. Data Eng.
Yuan Yuan, Jingtao Ding, Jie Feng, Depeng Jin, Yong Li
2025 J jnl
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting.
CoRR
Wanjin Feng, Yuan Yuan, Jingtao Ding, Yong Li
2025 J jnl
Collaborative Deterministic-Diffusion Model for Probabilistic Urban Spatiotemporal Prediction.
CoRR
Zhi Sheng, Yuan Yuan, Yudi Zhang, Depeng Jin, Yong Li
2025 — conf
MRGRP: Empowering Courier Route Prediction in Food Delivery Service with Multi-Relational Graph.
WWW (Companion Volume)
Chang Liu, Huan Yan, Hongjie Sui, Haomin Wen, Yuan Yuan, Yuyang Han, Hongsen Liao, Xuetao Ding, Jinghua Hao, Yong Li
2025 J jnl
MRGRP: Empowering Courier Route Prediction in Food Delivery Service with Multi-Relational Graph.
CoRR
Chang Liu, Huan Yan, Hongjie Sui, Haomin Wen, Yuan Yuan, Yuyang Han, Hongsen Liao, Xuetao Ding, Jinghua Hao, Yong Li
2025 J jnl
MobiWorld: World Models for Mobile Wireless Network.
CoRR
Haoye Chai, Yuan Yuan, Yong Li
2025 J jnl
MoveFM-R: Advancing Mobility Foundation Models via Language-driven Semantic Reasoning.
CoRR
Fanjin Meng, Yuan Yuan, Jingtao Ding, Jie Feng, Chonghua Han, Yong Li
2025 A* conf
Noise Matters: Diffusion Model-based Urban Mobility Generation with Collaborative Noise Priors.
WWW
Yuheng Zhang, Yuan Yuan, Jingtao Ding, Jian Yuan, Yong Li
2025 J jnl
Predicting Dynamical Systems across Environments via Diffusive Model Weight Generation.
CoRR
Ruikun Li, Huandong Wang, Jingtao Ding, Yuan Yuan, Qingmin Liao, Yong Li
2025 A* conf
Reinforcement Learning with Adaptive Reward Modeling for Expensive-to-Evaluate Systems.
ICML
Hongyuan Su, Yu Zheng, Yuan Yuan, Yuming Lin, Depeng Jin, Yong Li
2025 J jnl
TrajMoE: Spatially-Aware Mixture of Experts for Unified Human Mobility Modeling.
CoRR
Chonghua Han, Yuan Yuan, Kaiyan Chen, Jingtao Ding, Yong Li
2025 J jnl
UniMove: A Unified Model for Multi-city Human Mobility Prediction.
CoRR
Chonghua Han, Yuan Yuan, Yukun Liu, Jingtao Ding, Jie Feng, Yong Li
2025 J jnl
Unveiling the Power of Noise Priors: Enhancing Diffusion Models for Mobile Traffic Prediction.
CoRR
Zhi Sheng, Yuan Yuan, Jingtao Ding, Yong Li
2025 J jnl
WorldMove, a global open data for human mobility.
CoRR
Yuan Yuan, Yuheng Zhang, Jingtao Ding, Yong Li
2024 J jnl
A Foundation Model for Unified Urban Spatio-Temporal Flow Prediction.
CoRR
Yuan Yuan, Jingtao Ding, Chonghua Han, Depeng Jin, Yong Li
2024 J jnl
A Generative Pre-Training Framework for Spatio-Temporal Graph Transfer Learning.
CoRR
Yuan Yuan, Chenyang Shao, Jingtao Ding, Depeng Jin, Yong Li
2024 J jnl
A Universal Model for Human Mobility Prediction.
CoRR
Qingyue Long, Yuan Yuan, Yong Li
2024 J jnl
Beyond Imitation: Generating Human Mobility from Context-aware Reasoning with Large Language Models.
CoRR
Chenyang Shao, Fengli Xu, Bingbing Fan, Jingtao Ding, Yuan Yuan, Meng Wang, Yong Li
2024 J jnl
Demand-driven Urban Facility Visit Prediction.
ACM Trans. Intell. Syst. Technol.
Yunke Zhang, Tong Li, Yuan Yuan, Fengli Xu, Fan Yang, Funing Sun, Yong Li
2024 J jnl
Generating Daily Activities with Need Dynamics.
ACM Trans. Intell. Syst. Technol.
Yuan Yuan, Jingtao Ding, Huandong Wang, Depeng Jin
2024 J jnl
Multi-scale Simulation of Complex Systems: A Perspective of Integrating Knowledge and Data.
ACM Comput. Surv.
Huandong Wang, Huan Yan, Can Rong, Yuan Yuan, Fenyu Jiang, Zhenyu Han, Hongjie Sui, Depeng Jin, Yong Li
2024 J jnl
Noise Matters: Diffusion Model-based Urban Mobility Generation with Collaborative Noise Priors.
CoRR
Yuheng Zhang, Yuan Yuan, Jingtao Ding, Jian Yuan, Yong Li
2024 A* conf
Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation.
ICLR
Yuan Yuan, Chenyang Shao, Jingtao Ding, Depeng Jin, Yong Li
2024 J jnl
Understanding World or Predicting Future? A Comprehensive Survey of World Models.
CoRR
Jingtao Ding, Yunke Zhang, Yu Shang, Yuheng Zhang, Zefang Zong, Jie Feng, Yuan Yuan, Hongyuan Su, Nian Li, Nicholas Sukiennik, Fengli Xu, Yong Li
2024 A* conf
UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction.
KDD
Yuan Yuan, Jingtao Ding, Jie Feng, Depeng Jin, Yong Li
2024 J jnl
UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction.
CoRR
Yuan Yuan, Jingtao Ding, Jie Feng, Depeng Jin, Yong Li
2024 J jnl
UrbanDiT: A Foundation Model for Open-World Urban Spatio-Temporal Learning.
CoRR
Yuan Yuan, Chonghua Han, Jingtao Ding, Depeng Jin, Yong Li
2023 J jnl
Discovering Causes of Traffic Congestion via Deep Transfer Clustering.
ACM Trans. Intell. Syst. Technol.
Mudan Wang, Yuan Yuan, Huan Yan, Hongjie Sui, Fan Zuo, Yue Liu, Yong Li, Depeng Jin
2023 J jnl
Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives.
CoRR
Chen Gao, Xiaochong Lan, Nian Li, Yuan Yuan, Jingtao Ding, Zhilun Zhou, Fengli Xu, Yong Li
2023 A* conf
Learning to Simulate Daily Activities via Modeling Dynamic Human Needs.
WWW
Yuan Yuan, Huandong Wang, Jingtao Ding, Depeng Jin, Yong Li
2023 J jnl
Learning to Simulate Daily Activities via Modeling Dynamic Human Needs.
CoRR
Yuan Yuan, Huandong Wang, Jingtao Ding, Depeng Jin, Yong Li
2023 J jnl
Multi-Scale Simulation of Complex Systems: A Perspective of Integrating Knowledge and Data.
CoRR
Huandong Wang, Huan Yan, Can Rong, Yuan Yuan, Fenyu Jiang, Zhenyu Han, Hongjie Sui, Depeng Jin, Yong Li
2023 J jnl
Persuade to Click: Context-Aware Persuasion Model for Online Textual Advertisement.
IEEE Trans. Knowl. Data Eng.
Yuan Yuan, Fengli Xu, Hancheng Cao, Guozhen Zhang, Pan Hui, Yong Li, Depeng Jin
2023 A* conf
Spatio-temporal Diffusion Point Processes.
KDD
Yuan Yuan, Jingtao Ding, Chenyang Shao, Depeng Jin, Yong Li
2023 J jnl
Spatio-temporal Diffusion Point Processes.
CoRR
Yuan Yuan, Jingtao Ding, Chenyang Shao, Depeng Jin, Yong Li
2023 J jnl
Understanding the Influence of Social Hubs in Diffusion Processes Driven by Incentivized Friend Invitation.
IEEE Trans. Comput. Soc. Syst.
Guozhen Zhang, Fengli Xu, Yuan Yuan, Depeng Jin
2022 A* conf
Activity Trajectory Generation via Modeling Spatiotemporal Dynamics.
KDD
Yuan Yuan, Jingtao Ding, Huandong Wang, Depeng Jin, Yong Li
2022 A* conf
Modeling Persuasion Factor of User Decision for Recommendation.
KDD
Chang Liu, Chen Gao, Yuan Yuan, Chen Bai, Lingrui Luo, Xiaoyi Du, Xinlei Shi, Hengliang Luo, Depeng Jin, Yong Li
2021 A* conf
Community Value Prediction in Social E-commerce.
WWW
Guozhen Zhang, Yong Li, Yuan Yuan, Fengli Xu, Hancheng Cao, Yujian Xu, Depeng Jin
2021 J jnl
Disruption in Chinese E-Commerce During COVID-19.
Frontiers Comput. Sci.
Yuan Yuan, Muzhi Guan, Zhilun Zhou, Sundong Kim, Meeyoung Cha, Depeng Jin, Yong Li
2021 A conf
Understanding the Invitation Acceptance in Agent-initiated Social E-commerce.
ICWSM
Fengli Xu, Guozhen Zhang, Yuan Yuan, Hongjia Huang, Diyi Yang, Depeng Jin, Yong Li
2020 J jnl
Disruption in the Chinese E-Commerce During COVID-19: A Case Study of the Beidian Platform.
CoRR
Yuan Yuan, Muzhi Guan, Zhilun Zhou, Sundong Kim, Meeyoung Cha, Yong Li