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H

Huandong Wang

tsinghua university

25H-index
136Paper Count
1.9KCitation Count
Published Papers 43
Publication Date
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STeP-Diff: Spatio-Temporal Physics-Informed Diffusion Models for Mobile Fine-Grained Pollution Forecasting
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-03-26
err0
errOAAI
errNan Zhou; Weijie Hong; Huandong Wang; Jianfeng Zheng; Qiuhua Wang; Yali Song; Xiao-Ping Zhang; Yong Li; Xinlei Chen
errShare
errSave
A Survey of Physics-Informed AI for Complex Urban Systems
errInformation Fusion
IF15.5
err2025-12-02
err0
PREAI
errEn Xu; Huandong Wang; Yunke Zhang; Sibo Li; Yinzhou Tang; Zhilun Zhou; Yuming Lin; Yuan Yuan; Xiaochen Fan; Jingtao Ding; Yong Li
errShare
errSave
Mobility Data-Driven Privacy-Preserving Model for Detecting High-Risk Infection Cases
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2025-10-01
err0
PREAI
errFu, Wenjie; Wang, Huandong; Gao, Chen; Liu, Guanghua; Li, Yong; Jiang, Tao
errShare
errSave
NeuralCODE: Neural Compartmental Ordinary Differential Equations Model with AutoML for Interpretable Epidemic Forecasting
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2025-02-14
err1
PREAI
errHuang, Yuxi; Wang, Huandong; Liu, Guanghua; Li, Yong; Jiang, Tao
errShare
errSave
MSA-Net: A Multi-Scale Information Diffusion Model Awaring User Activity Level
errACM Transactions on the Web
IF4.1
err2025-01-27
err0
PREAI
errYinzhou Tang; Jinghua Piao; Huandong Wang; Yue Wang; Yong Li
errShare
errSave
GeoGail: A Model-Based Imitation Learning Framework for Human Trajectory Synthesizing
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2024-12-31
err0
errOAAI
errWu, Yuchen; Wang, Huandong; Gao, Changzheng; Jin, Depeng; Li, Yong
errShare
errSave
KGDA: A Knowledge Graph Driven Decomposition Approach for Cellular Traffic Prediction
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2024-11-20
err0
errOAAI
errGong, Jiahui; Li, Tong; Wang, Huandong; Liu, Yu; Wang, Xing; Wang, Zhendong; Deng, Chao; Feng, Junlan; Jin, Depeng; Li, Yong
errShare
errSave
Advancements in Federated Learning: Models, Methods, and
errACM COMPUTING SURVEYS
IF28
err2024-11-07
err1
errOAAI
errChen, Huiming; Wang, Huandong; Long, Qingyue; Jin, Depeng; Li, Yong
errShare
errSave
Mobility Prediction via Rule-enhanced Knowledge Graph
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2024-10-09
err1
errOAAI
errYu, Qiaohong; Wang, Huandong; Liu, Yu; Jin, Depeng; Li, Yong; Zhu, Lin; Feng, Junlan
errShare
errSave
Multi-scale Simulation of Complex Systems: A Perspective of Integrating Knowledge and Data
errACM COMPUTING SURVEYS
IF28
err2024-10-01
err1
errOAAI
errWang, Huandong; Yan, Huan; Rong, Can; Yuan, Yuan; Jiang, Fenyu; Han, Zhenyu; Sui, Hongjie; Jin, Depeng; Li, Yong
errShare
errSave
Generative AI-Driven Digital Twin for Mobile Networks
errIEEE NETWORK
IF6.3
err2024-09-01
err0
PREAI
errChai, Haoye; Wang, Huandong; Li, Tong; Wang, Zhaocheng
errShare
errSave
Mobile User Traffic Generation Via Multi-Scale Hierarchical GAN
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2024-07-26
err25
errOAAI
errLi, Tong; Hui, Shuodi; Zhang, Shiyuan; Wang, Huandong; Zhang, Yuheng; Hui, Pan; Jin, Depeng; Li, Yong
errShare
errSave
Towards Risk-Averse Edge Computing With Deep Reinforcement Learning
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2024-06-01
err1
PREAI
errXu, Dianlei; Su, Xiang; Wang, Huandong; Tarkoma, Sasu; Hui, Pan
errShare
errSave
Synthesizing Human Trajectories Based on Variational Point Processes
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-04-01
err0
PREAI
errWang, Huandong; Zhang, Qizhong; Wu, Yuchen; Jin, Depeng; Wang, Xing; Zhu, Lin; Yu, Li
errShare
errSave
VesNet: A Vessel Network for Jointly Learning Route Pattern and Future Trajectory
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2024-03-28
err2
errOAAI
errJiang, Fenyu; Wang, Huandong; Li, Yong
errShare
errSave
Privacy-preserving federated mobility prediction with compound data and model perturbation mechanism
errCHINA COMMUNICATIONS
IF3.1
err2024-03-01
err0
PREAI
errLong, Qingyue; Wang, Huandong; Chen, Huiming; Jin, Depeng; Zhu, Lin; Yu, Li; Li, Yong
errShare
errSave
Generating Daily Activities with Need Dynamics
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2024-02-22
err0
PREAI
errYuan, Yuan; Ding, Jingtao; Wang, Huandong; Jin, Depeng
errShare
errSave
Privacy-Preserving Individual-Level COVID-19 Infection Prediction via Federated Graph Learning
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2024-01-22
err1
errOAAI
errFu, Wenjie; Wang, Huandong; Gao, Chen; Liu, Guanghua; Li, Yong; Jiang, Tao
errShare
errSave
Learning Representations of Satellite Imagery by Leveraging Point-of-Interests
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2023-05-08
err0
errOAAI
errLi, Tong; Xi, Yanxin; Wang, Huandong; Li, Yong; Tarkoma, Sasu; Hui, Pan
errShare
errSave
LoSAC: An Efficient Local Stochastic Average Control Method for Federated Optimization
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2023-04-06
err2
errOAAI
errChen, Huiming; Wang, Huandong; Yao, Quanming; Li, Yong; Jin, Depeng; Yang, Qiang
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
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H-index: 70 · Papers: 723
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