Kun Zhu

12 papers A* 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Breaking Information Granularity Heterogeneity: A Mutual Information-Inspired Causal Discovery Framework for Multi-Rate Time Series.
IEEE Trans. Knowl. Data Eng.
Kun Zhu, Chunhui Zhao, Biao Huang
2025 — conf
Experience Speaks Louder: Black-box Hard-label Adversarial Attack through Reinforcement Learning.
KDD (2)
Yilun Jin, Kun Zhu, Feng Tang, Jiaxuan Shi, Yong Chen
2025 J jnl
Fuzzy State-Driven Cross-Time Spatial Dependence Learning for Multivariate Time-Series Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Kun Zhu, Pengyu Song, Chunhui Zhao
2025 J jnl
When causality meets missing data: Fusing key information to bridge causal discovery and imputation in time series via bidirectional meta-learning.
Inf. Fusion
Kun Zhu, Chunhui Zhao
2024 A* conf
Towards the Disappearing Truth: Fine-Grained Joint Causal Influences Learning with Hidden Variable-Driven Causal Hypergraphs in Time Series.
AAAI
Kun Zhu, Chunhui Zhao
2023 J jnl
Dynamic Graph-Based Adaptive Learning for Online Industrial Soft Sensor With Mutable Spatial Coupling Relations.
IEEE Trans. Ind. Electron.
Kun Zhu, Chunhui Zhao
2023 J jnl
Multivariate Correlation Matrix-Based Deep Learning Model With Enhanced Heuristic Optimization for Short-Term Traffic Forecasting.
IEEE Trans. Knowl. Data Eng.
Shuai Zhang, Kun Zhu, Wenyu Zhang
2022 J jnl
Dynamic graph convolutional networks based on spatiotemporal data embedding for traffic flow forecasting.
Knowl. Based Syst.
Wenyu Zhang, Kun Zhu, Shuai Zhang, Qian Chen, Jiyuan Xu
2022 J jnl
Spatiotemporal multi-graph convolutional networks with synthetic data for traffic volume forecasting.
Expert Syst. Appl.
Kun Zhu, Shuai Zhang, Jiusheng Li, Di Zhou, Hua Dai, Zeqian Hu
2021 J jnl
A novel hybrid deep learning model for taxi demand forecasting based on decomposition of time series and fusion of text data.
J. Intell. Fuzzy Syst.
Kun Zhu, Shuai Zhang, Wenyu Zhang, Zhiqiang Zhang
2021 J jnl
A novel trilinear deep residual network with self-adaptive Dropout method for short-term load forecasting.
Expert Syst. Appl.
Qian Chen, Wenyu Zhang, Kun Zhu, Di Zhou, Hua Dai, Quanquan Wu
2019 J jnl
A New Journal Ranking Method: The Reputation Analysis of Citation Behavior Model.
IEEE Access
Leibao Zhang, Qi Qian, Shuai Zhang, Wenyu Zhang, Kun Zhu