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Zhichao Chen 0001
Person information
- affiliation: Zhejiang University, College of Control Science and Engineering, Hangzhou, China
- affiliation: Guangdong University of Petrochemical Technology, Guangdong Provincial Key Laboratory of Petrochemical Equipment Fault Diagnosis, Maoming, China
Other persons with the same name
- Zhichao Chen — disambiguation page
- Zhichao Chen 0002
— Jiangxi University of Science and Technology, School of Electrical Engineering and Automation, Ganzhou, China
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2020 – today
- 2025
- [j12]Zhichao Chen, Licheng Pan, Yiran Ma, Zeyu Yang, Le Yao, Jinchuan Qian, Zhihuan Song:
$\mathrm{E}^{2}\text{AG}$: Entropy-Regularized Ensemble Adaptive Graph for Industrial Soft Sensor Modeling. IEEE CAA J. Autom. Sinica 12(4): 745-760 (2025) - [j11]Licheng Pan, Hao Wang, Zhichao Chen, Yuxin Huang, Zhaoran Liu, Qunshan He, Xinggao Liu:
TMoE-P: Toward the Pareto Optimum for Multivariate Soft Sensors. IEEE Trans Autom. Sci. Eng. 22: 9315-9326 (2025) - [j10]Hao Wang, Xinggao Liu, Zhaoran Liu, Haozhe Li, Yilin Liao, Yuxin Huang, Zhichao Chen:
LSPT-D: Local Similarity Preserved Transport for Direct Industrial Data Imputation. IEEE Trans Autom. Sci. Eng. 22: 9438-9448 (2025) - [j9]Hao Wang
Entire Space Counterfactual Learning for Reliable Content Recommendations. IEEE Trans. Inf. Forensics Secur. 20: 1755-1764 (2025) - [j8]Zeyu Yang, Longying Mao, Lingjian Ye, Yiran Ma, Zhihuan Song, Zhichao Chen:
AKGNN: When Adaptive Graph Neural Network Meets Kolmogorov-Arnold Network for Industrial Soft Sensors. IEEE Trans. Instrum. Meas. 74: 1-13 (2025) - [j7]Zhichao Chen
Improving Data-Driven Inferential Sensor Modeling by Industrial Knowledge: A Bayesian Perspective. IEEE Trans. Syst. Man Cybern. Syst. 55(2): 1043-1055 (2025) - [i10]Hao Wang, Zhichao Chen, Licheng Pan, Xiaoyu Jiang, Yichen Song, Qunshan He, Xinggao Liu:
DeepFilter: An Instrumental Baseline for Accurate and Efficient Process Monitoring. CoRR abs/2501.01342 (2025) - 2024
- [j6]Zhichao Chen
Analyzing and Improving Supervised Nonlinear Dynamical Probabilistic Latent Variable Model for Inferential Sensors. IEEE Trans. Ind. Informatics 20(11): 13296-13307 (2024) - [j5]Yiran Ma
Heat Equation Stein Variational Ensemble: Rethinking and Advancing Uncertainty-Aware Soft Sensor Modeling. IEEE Trans. Ind. Informatics 20(12): 13996-14005 (2024) - [j4]Hao Wang
SPOT-I: Similarity Preserved Optimal Transport for Industrial IoT Data Imputation. IEEE Trans. Ind. Informatics 20(12): 14421-14429 (2024) - [j3]Zhichao Chen
Variational Inference Over Graph: Knowledge Representation for Deep Process Data Analytics. IEEE Trans. Knowl. Data Eng. 36(6): 2730-2744 (2024) - [c5]Zhichao Chen, Haoxuan Li, Fangyikang Wang, Odin Zhang, Hu Xu, Xiaoyu Jiang, Zhihuan Song, Hao Wang:
Rethinking the Diffusion Models for Missing Data Imputation: A Gradient Flow Perspective. NeurIPS 2024 - [i9]Hao Wang
FreDF: Learning to Forecast in Frequency Domain. CoRR abs/2402.02399 (2024) - [i8]Zhichao Chen, Haoxuan Li, Fangyikang Wang, Odin Zhang, Hu Xu, Xiaoyu Jiang, Zhihuan Song, Eric H. Wang:
Rethinking the Diffusion Models for Numerical Tabular Data Imputation from the Perspective of Wasserstein Gradient Flow. CoRR abs/2406.15762 (2024) - [i7]Hao Wang, Zhichao Chen, Yuan Shen, Jiajun Fan, Zhaoran Liu, Degui Yang, Xinggao Liu, Haoxuan Li:
Proximity Matters: Local Proximity Preserved Balancing for Treatment Effect Estimation. CoRR abs/2407.01111 (2024) - 2023
- [j2]Zhichao Chen
Directed Acyclic Graphs With Tears. IEEE Trans. Artif. Intell. 4(4): 972-983 (2023) - [c4]Zhichao Chen
Unsupervised Anomaly Detection & Diagnosis: A Stein Variational Gradient Descent Approach. CIKM 2023: 3783-3787 - [c3]Zhichao Chen
Monotonic Neural Ordinary Differential Equation: Time-series Forecasting for Cumulative Data. CIKM 2023: 4523-4529 - [c2]Hao Wang, Jiajun Fan, Zhichao Chen, Haoxuan Li, Weiming Liu, Tianqiao Liu, Quanyu Dai, Yichao Wang, Zhenhua Dong, Ruiming Tang:
Optimal Transport for Treatment Effect Estimation. NeurIPS 2023 - [i6]Zhichao Chen, Zhiqiang Ge:
Directed Acyclic Graphs With Tears. CoRR abs/2302.02160 (2023) - [i5]Licheng Pan, Hao Wang
TMoE-P: Towards the Pareto Optimum for Multivariate Soft Sensors. CoRR abs/2302.10477 (2023) - [i4]Zhichao Chen, Leilei Ding, Zhixuan Chu, Yucheng Qi, Jianmin Huang, Hao Wang
Monotonic Neural Ordinary Differential Equation: Time-series Forecasting for Cumulative Data. CoRR abs/2309.13452 (2023) - [i3]Hao Wang
Optimal Transport for Treatment Effect Estimation. CoRR abs/2310.18286 (2023) - 2022
- [j1]Zhichao Chen
Knowledge Automation Through Graph Mining, Convolution, and Explanation Framework: A Soft Sensor Practice. IEEE Trans. Ind. Informatics 18(9): 6068-6078 (2022) - [c1]Hao Wang
ESCM2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation. SIGIR 2022: 363-372 - [i2]Hao Wang
ESCM2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation. CoRR abs/2204.05125 (2022) - [i1]Hao Wang
Entire Space Counterfactual Learning: Tuning, Analytical Properties and Industrial Applications. CoRR abs/2210.11039 (2022)
Coauthor Index
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