Ruikun Li

15 papers A* 5Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
WeightFlow: Learning Stochastic Dynamics via Evolving Weight of Neural Network.
AAAI
Ruikun Li, Jiazhen Liu, Huandong Wang, Qingmin Liao, Yong Li
2026 A* conf
Zero-Shot Forecasting of Network Dynamics through Weight Flow Matching.
WWW
Shihe Zhou, Ruikun Li, Huandong Wang, Yong Li
2025 J jnl
Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems.
CoRR
Jiazhen Liu, Ruikun Li, Huandong Wang, Zihan Yu, Chang Liu, Jingtao Ding, 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 — conf
Predicting the Dynamics of Complex System via Multiscale Diffusion Autoencoder.
KDD (2)
Ruikun Li, Jingwen Cheng, Huandong Wang, Qingmin Liao, Yong Li
2025 J jnl
Predicting the Dynamics of Complex System via Multiscale Diffusion Autoencoder.
CoRR
Ruikun Li, Jingwen Cheng, Huandong Wang, Qingmin Liao, Yong Li
2025 A* conf
Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning.
ICLR
Ruikun Li, Huandong Wang, Qingmin Liao, Yong Li
2025 J jnl
Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning.
CoRR
Ruikun Li, Huandong Wang, Qingmin Liao, Yong Li
2025 J jnl
Sparse Diffusion Autoencoder for Test-time Adapting Prediction of Complex Systems.
CoRR
Jingwen Cheng, Ruikun Li, Huandong Wang, Yong Li
2025 J jnl
WeightFlow: Learning Stochastic Dynamics via Evolving Weight of Neural Network.
CoRR
Ruikun Li, Jiazhen Liu, Huandong Wang, Qingmin Liao, Yong Li
2025 J jnl
Zero-Shot Forecasting of Network Dynamics through Weight Flow Matching.
CoRR
Shihe Zhou, Ruikun Li, Huandong Wang, Yong Li
2024 J jnl
Artificial Intelligence for Complex Network: Potential, Methodology and Application.
CoRR
Jingtao Ding, Chang Liu, Yu Zheng, Yunke Zhang, Zihan Yu, Ruikun Li, Hongyi Chen, Jinghua Piao, Huandong Wang, Jiazhen Liu, Yong Li
2024 A* conf
Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space.
KDD
Ruikun Li, Huandong Wang, Jinghua Piao, Qingmin Liao, Yong Li
2024 J jnl
Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space.
CoRR
Ruikun Li, Huandong Wang, Jinghua Piao, Qingmin Liao, Yong Li
2023 A* conf
Learning Slow and Fast System Dynamics via Automatic Separation of Time Scales.
KDD
Ruikun Li, Huandong Wang, Yong Li