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Neural Dynamics on Complex Networks
v1v2 (latest)

Neural Dynamics on Complex Networks

Knowledge Discovery and Data Mining (KDD), 2019
18 August 2019
Chengxi Zang
Haiwei Yang
    AI4CE
ArXiv (abs)PDFHTML

Papers citing "Neural Dynamics on Complex Networks"

35 / 35 papers shown
Physics-Informed High-order Graph Dynamics Identification Learning for Predicting Complex Networks Long-term Dynamics
Physics-Informed High-order Graph Dynamics Identification Learning for Predicting Complex Networks Long-term Dynamics
Bicheng Wang
Junping Wang
Yibo Xue
AI4CE
153
0
0
10 Oct 2025
Physics-Inspired Spatial Temporal Graph Neural Networks for Predicting Industrial Chain Resilience
Physics-Inspired Spatial Temporal Graph Neural Networks for Predicting Industrial Chain Resilience
Bicheng Wang
Junping Wang
Yibo Xue
AI4CE
152
0
0
22 Aug 2025
A Stage-Aware Mixture of Experts Framework for Neurodegenerative Disease Progression Modelling
A Stage-Aware Mixture of Experts Framework for Neurodegenerative Disease Progression Modelling
Tiantian He
Keyue Jiang
An Zhao
A. Schroder
Elinor Thompson
Sonja Soskic
F. Barkhof
Daniel C. Alexander
DiffM
122
0
0
09 Aug 2025
Variety Is the Spice of Life: Detecting Misinformation with Dynamic Environmental Representations
Variety Is the Spice of Life: Detecting Misinformation with Dynamic Environmental Representations
Bing Wang
X. Li
Y. Wang
Chaofan Li
Jiaxu Cui
Renchu Guan
Bo Yang
117
0
0
05 Aug 2025
Graph Fourier Neural ODEs: Modeling Spatial-temporal Multi-scales in Molecular Dynamics
Graph Fourier Neural ODEs: Modeling Spatial-temporal Multi-scales in Molecular Dynamics
Fang Sun
Zijie Huang
Haixin Wang
Yadi Cao
Xiao Luo
Wei Wang
Tony Nowatzki
AI4CE
439
0
0
01 Jul 2025
Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks
Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks
Ziqiang Liu
Xiaoda Wang
Bohan Wang
Zijie Huang
Carl Yang
Wei Jin
AI4TSAI4CE
1.3K
18
0
29 Mar 2025
UniGO: A Unified Graph Neural Network for Modeling Opinion Dynamics on Graphs
UniGO: A Unified Graph Neural Network for Modeling Opinion Dynamics on GraphsThe Web Conference (WWW), 2025
Hao Li
Hao Jiang
Yuke Zheng
Hao Sun
Wenying Gong
161
8
0
17 Feb 2025
Learning Interpretable Network Dynamics via Universal Neural Symbolic
  Regression
Learning Interpretable Network Dynamics via Universal Neural Symbolic RegressionNature Communications (Nat. Commun.), 2024
Jiao Hu
Jiaxu Cui
Bo Yang
AI4CE
359
7
0
11 Nov 2024
Online Relational Inference for Evolving Multi-agent Interacting Systems
Online Relational Inference for Evolving Multi-agent Interacting SystemsNeural Information Processing Systems (NeurIPS), 2024
Beomseok Kang
Priyabrata Saha
Sudarshan Sharma
Biswadeep Chakraborty
Saibal Mukhopadhyay
OffRL
412
5
0
03 Nov 2024
Neural Symbolic Regression of Complex Network Dynamics
Neural Symbolic Regression of Complex Network Dynamics
Haiquan Qiu
Shuzhi Liu
Quanming Yao
275
3
0
15 Oct 2024
Physics-Informed Regularization for Domain-Agnostic Dynamical System
  Modeling
Physics-Informed Regularization for Domain-Agnostic Dynamical System ModelingNeural Information Processing Systems (NeurIPS), 2024
Zijie Huang
Wanjia Zhao
Jingdong Gao
Ziniu Hu
Xiao Luo
Yadi Cao
Yuanzhou Chen
Yizhou Sun
Wei Wang
PINNAI4CE
226
8
0
08 Oct 2024
TDNetGen: Empowering Complex Network Resilience Prediction with
  Generative Augmentation of Topology and Dynamics
TDNetGen: Empowering Complex Network Resilience Prediction with Generative Augmentation of Topology and DynamicsKnowledge Discovery and Data Mining (KDD), 2024
Chang Liu
Jingtao Ding
Yiwen Song
Yong Li
AI4CE
230
8
0
19 Aug 2024
R-ODE: Ricci Curvature Tells When You Will be Informed
R-ODE: Ricci Curvature Tells When You Will be Informed
Li Sun
Jingbin Hu
Mengjie Li
Hao Peng
190
9
0
27 May 2024
Temporal Graph ODEs for Irregularly-Sampled Time Series
Temporal Graph ODEs for Irregularly-Sampled Time Series
Alessio Gravina
Daniele Zambon
Davide Bacciu
Cesare Alippi
AI4TSCML
309
15
0
30 Apr 2024
Learning Locally Interacting Discrete Dynamical Systems: Towards
  Data-Efficient and Scalable Prediction
Learning Locally Interacting Discrete Dynamical Systems: Towards Data-Efficient and Scalable PredictionConference on Learning for Dynamics & Control (L4DC), 2024
Beomseok Kang
H. Kumar
Minah Lee
Biswadeep Chakraborty
Saibal Mukhopadhyay
AI4CE
309
8
0
09 Apr 2024
Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent
  Dynamical Systems
Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems
Zijie Huang
Jeehyun Hwang
Junkai Zhang
Jinwoo Baik
Weitong Zhang
Dominik Wodarz
Luke Huan
Q. Gu
Wei Wang
CMLAI4CE
259
9
0
29 Feb 2024
A Comprehensive Survey on Artificial Intelligence for Complex Network: Potential, Methodology and Application
A Comprehensive Survey on Artificial Intelligence for Complex Network: Potential, Methodology and Application
Jingtao Ding
Chang Liu
Y. Zheng
Yunke Zhang
Zihan Yu
...
Hongyi Chen
J. Piao
Huandong Wang
Jiazhen Liu
Yong Li
AI4CE
349
13
0
23 Feb 2024
Signed Graph Neural Ordinary Differential Equation for Modeling
  Continuous-time Dynamics
Signed Graph Neural Ordinary Differential Equation for Modeling Continuous-time Dynamics
Lanlan Chen
K. Wu
Jian Lou
Jing Liu
296
16
0
18 Dec 2023
Learning Continuous Network Emerging Dynamics from Scarce Observations
  via Data-Adaptive Stochastic Processes
Learning Continuous Network Emerging Dynamics from Scarce Observations via Data-Adaptive Stochastic ProcessesScience China Information Sciences (Sci China Inf Sci), 2023
Jiaxu Cui
Bing Sun
Jiming Liu
Bo Yang
227
4
0
25 Oct 2023
TANGO: Time-Reversal Latent GraphODE for Multi-Agent Dynamical Systems
TANGO: Time-Reversal Latent GraphODE for Multi-Agent Dynamical Systems
Zijie Huang
Wanjia Zhao
Jingdong Gao
Ziniu Hu
Xiao Luo
Yadi Cao
Yuanzhou Chen
Luke Huan
Wei Wang
AI4CE
236
5
0
10 Oct 2023
Generalizing Graph ODE for Learning Complex System Dynamics across
  Environments
Generalizing Graph ODE for Learning Complex System Dynamics across EnvironmentsKnowledge Discovery and Data Mining (KDD), 2023
Zijie Huang
Luke Huan
Wei Wang
CMLOODAI4CE
293
39
0
10 Jul 2023
CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical
  Systems
CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical SystemsKnowledge Discovery and Data Mining (KDD), 2023
Song Jiang
Zijie Huang
Xiao Luo
Luke Huan
CML
266
25
0
20 Jun 2023
Learning the effective order of a hypergraph dynamical system
Learning the effective order of a hypergraph dynamical systemScience Advances (Sci Adv), 2023
Leonie Neuhäuser
Michael Scholkemper
Francesco Tudisco
Michael T. Schaub
208
18
0
02 Jun 2023
Do We Need an Encoder-Decoder to Model Dynamical Systems on Networks?
Do We Need an Encoder-Decoder to Model Dynamical Systems on Networks?International Joint Conference on Artificial Intelligence (IJCAI), 2023
Bing-Quan Liu
Wei Luo
Gang Li
Jing Huang
Boxiong Yang
AI4CE
227
5
0
20 May 2023
Leveraging Predictive Models for Adaptive Sampling of Spatiotemporal
  Fluid Processes
Leveraging Predictive Models for Adaptive Sampling of Spatiotemporal Fluid Processes
Sandeep Manjanna
Tom Z. Jiahao
M. A. Hsieh
147
0
0
03 Apr 2023
Learning Dynamic Graph Embeddings with Neural Controlled Differential Equations
Learning Dynamic Graph Embeddings with Neural Controlled Differential EquationsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Tiexin Qin
Benjamin Walker
Terry Lyons
Hongfei Yan
Haoliang Li
BDLAI4CE
354
5
0
22 Feb 2023
Stretched and measured neural predictions of complex network dynamics
Stretched and measured neural predictions of complex network dynamics
V. Vasiliauskaite
Nino Antulov-Fantulin
517
1
0
12 Jan 2023
Learning Modular Simulations for Homogeneous Systems
Learning Modular Simulations for Homogeneous SystemsNeural Information Processing Systems (NeurIPS), 2022
Jayesh K. Gupta
Sai H. Vemprala
Ashish Kapoor
228
11
0
28 Oct 2022
Understanding convolution on graphs via energies
Understanding convolution on graphs via energies
Francesco Di Giovanni
J. Rowbottom
B. Chamberlain
Thomas Markovich
Michael M. Bronstein
GNN
335
69
0
22 Jun 2022
Continuous Temporal Graph Networks for Event-Based Graph Data
Continuous Temporal Graph Networks for Event-Based Graph Data
Jin Guo
Zhen Han
Zhou Su
Jiliang Li
Volker Tresp
Yuyi Wang
AI4CE
194
6
0
31 May 2022
Climate Modeling with Neural Diffusion Equations
Climate Modeling with Neural Diffusion EquationsIndustrial Conference on Data Mining (IDM), 2021
JeeHyun Hwang
Jeongwhan Choi
Hwan-Kyu Choi
Kookjin Lee
Dongeun Lee
Noseong Park
DiffM
218
29
0
11 Nov 2021
ConTIG: Continuous Representation Learning on Temporal Interaction
  Graphs
ConTIG: Continuous Representation Learning on Temporal Interaction GraphsNeural Networks (NN), 2021
Xu Yan
Xiaoliang Fan
Peizhen Yang
Zonghan Wu
Shirui Pan
Longbiao Chen
Yu Zang
Cheng-Yu Wang
346
6
0
27 Sep 2021
Attentive Neural Controlled Differential Equations for Time-series
  Classification and Forecasting
Attentive Neural Controlled Differential Equations for Time-series Classification and Forecasting
Sheo Yon Jhin
H. Shin
Seoyoung Hong
Solhee Park
Noseong Park
AI4TS
201
36
0
04 Sep 2021
Knowledge-Based Learning of Nonlinear Dynamics and Chaos
Knowledge-Based Learning of Nonlinear Dynamics and Chaos
Tom Z. Jiahao
M. Hsieh
Eric Forgoston
358
36
0
07 Oct 2020
Graph Neural Networks: A Review of Methods and Applications
Graph Neural Networks: A Review of Methods and Applications
Jie Zhou
Ganqu Cui
Shengding Hu
Zhengyan Zhang
Cheng Yang
Zhiyuan Liu
Lifeng Wang
Changcheng Li
Maosong Sun
AI4CEGNN
2.4K
6,658
0
20 Dec 2018
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