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Xiaowen Dong

university of oxford

21H-index
120Paper Count
2.8KCitation Count
Published Papers 18
Publication Date
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Understanding emergence in complex systems using abductive AI
errNature Reviews Physics
IF39.5
err2025-11-11
err0
PREAI
errJingtao Ding; Yu Zheng; Fengli Xu; Carlo Vittorio Cannistraci; Xiaowen Dong; Paolo Santi; Guido Caldarelli; Yizhou Sun; Qi R. Wang; Boleslaw K. Szymanski; Carlo Ratti; Trey Ideker; Jianxi Gao; Yong Li; Deliang Chen
errShare
errSave
Forecasting realized volatility with spillover effects: Perspectives from graph neural networks
errINTERNATIONAL JOURNAL OF FORECASTING
IF7.1
err2025-01-01
err0
PREAI
errZhang, Chao; Pu, Xingyue; Cucuringu, Mihai; Dong, Xiaowen
errShare
errSave
Long-Range Social Influence in Phone Communication Networks on Offline Adoption Decisions
errINFORMATION SYSTEMS RESEARCH
IF5.1
err2024-03-01
err3
errOAAI
errLeng, Yan; Dong, Xiaowen; Moro, Esteban; Pentland, Alex
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errSave
Behavioral changes during the COVID-19 pandemic decreased income diversity of urban encounters
errNATURE COMMUNICATIONS
IF15.7
err2023-04-21
err26
errOAAI
errYabe, Takahiro; Bueno, Bernardo Garcia Bulle; Dong, Xiaowen; Pentland, Alex; Moro, Esteban
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errSave
Local2Global: a distributed approach for scaling representation learning on graphs
errMACHINE LEARNING
IF2.9
err2023-02-24
err1
errOAAI
errJeub, Lucas G. S.; Colavizza, Giovanni; Dong, Xiaowen; Bazzi, Marya; Cucuringu, Mihai
errShare
errSave
Gaussian Processes on Graphs Via Spectral Kernel Learning
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2023-01-01
err10
errOAAI
errZhi, Yin-Cong; Ng, Yin Cheng; Dong, Xiaowen
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errSave
Interaction data are identifiable even across long periods of time
errNATURE COMMUNICATIONS
IF15.7
err2022-01-25
err9
errOAAI
errCretu, Ana-Maria; Monti, Federico; Marrone, Stefano; Dong, Xiaowen; Bronstein, Michael; de Montjoye, Yves-Alexandre
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errSave
Mobility patterns are associated with experienced income segregation in large US cities
errNATURE COMMUNICATIONS
IF15.7
err2021-07-30
err109
errOAAI
errMoro, Esteban; Calacci, Dan; Dong, Xiaowen; Pentland, Alex
errShare
errSave
Sentiment correlation in financial news networks and associated market movements
errSCIENTIFIC REPORTS
IF3.9
err2021-02-04
err27
errOAAI
errWan, Xingchen; Yang, Jie; Marinov, Slavi; Calliess, Jan-Peter; Zohren, Stefan; Dong, Xiaowen
errShare
errSave
Kernel-Based Graph Learning From Smooth Signals: A Functional Viewpoint
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2021-01-01
err16
errOAAI
errPu, Xingyue; Chau, Siu Lun; Dong, Xiaowen; Sejdinovic, Dino
errShare
errSave
Graph Signal Processing for Machine Learning: A Review and New Perspectives
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2020-11-01
err103
errOAAI
errDong, Xiaowen; Thanou, Dorina; Toni, Laura; Bronstein, Michael; Frossard, Pascal
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errSave
Segregated interactions in urban and online space
errEPJ DATA SCIENCE
IF2.5
err2020-07-10
err33
errOAAI
errDong, Xiaowen; Morales, Alfredo J.; Jahani, Eaman; Moro, Esteban; Lepri, Bruno; Bozkaya, Burcin; Sarraute, Carlos; Bar-Yam, Yaneer; Pentland, Alex
errShare
errSave
Learning Graphs From Data
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2019-05-01
err278
errOAAI
errDong, Xiaowen; Thanou, Dorina; Rabbat, Michael; Frossard, Pascal
errShare
errSave
Behavioral attributes and financial churn prediction
errEPJ DATA SCIENCE
IF2.5
err2018-10-19
err26
errOAAI
errKaya, Erdem; Dong, Xiaowen; Suhara, Yoshihiko; Balcisoy, Selim; Bozkaya, Burcin; Pentland, Alex Sandy
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errSave
Methods for quantifying effects of social unrest using credit card transaction data
errEPJ DATA SCIENCE
IF2.5
err2018-04-13
err8
errOAAI
errDong, Xiaowen; Meyer, Joachim; Shmueli, Erez; Bozkaya, Burcin; Pentland, Alex
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errSave
Task Placement Across Multiple Public Clouds With Deadline Constraints for Smart Factory
errIEEE ACCESS
IF3.6
err2018-01-01
err10
errOAAI
errLi, Boyu; Zhao, Zhipeng; Guan, Yan; Ai, Ning; Dong, Xiaowen; Wu, Bin
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errSave
Social Bridges in Urban Purchase Behavior
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2017-12-11
err17
errOAAI
errDong, Xiaowen; Suhara, Yoshihiko; Bozkaya, Burcin; Singh, Vivek K.; Lepri, Bruno; Pentland, Alex 'Sandy'
errShare
errSave
Learning Heat Diffusion Graphs
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2017-09-01
err125
errOAAI
errThanou, Dorina; Dong, Xiaowen; Kressner, Daniel; Frossard, Pascal
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
Alex Pentland
H-index: 122 · Papers: 997
T
Trey Ideker
H-index: 108 · Papers: 629
陈德良 cover
陈德良 (Deliang Chen)
H-index: 99 · Papers: 1.0K
C
Carlo Ratti
H-index: 90 · Papers: 788
李勇 cover
李勇 (Yong Li)
H-index: 83 · Papers: 1.6K
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