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Chunnan Wang
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年份
Atpfl: Automatic trajectory prediction model design under federated learning framework
C Wang, X Chen, J Wang, H Wang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
222022
Auto-CASH: A meta-learning embedding approach for autonomous classification algorithm selection
T Mu, H Wang, C Wang, Z Liang, X Shao
Information Sciences 591, 344-364, 2022
162022
FL-AGCNS: federated learning framework for automatic graph convolutional network search
C Wang, B Chen, G Li, H Wang
arXiv preprint arXiv:2104.04141, 2021
162021
ExperienceThinking: Constrained hyperparameter optimization based on knowledge and pruning
C Wang, H Wang, C Zhou, H Chen
Knowledge-Based Systems 223, 106602, 2021
112021
Attributed community search based on effective scoring function and elastic greedy method
C Wang, H Wang, H Chen, D Li
Information Sciences 562, 78-93, 2021
112021
Automated graph neural network search under federated learning framework
C Wang, B Chen, G Li, H Wang
IEEE Transactions on Knowledge and Data Engineering, 2023
72023
Auto-stgcn: Autonomous spatial-temporal graph convolutional network search
C Wang, K Zhang, H Wang, B Chen
ACM Transactions on Knowledge Discovery from Data 17 (5), 1-21, 2023
62023
Auto-model: utilizing research papers and HPO techniques to deal with the CASH problem
C Wang, H Wang, T Mu, J Li, H Gao
2020 IEEE 36th International Conference on Data Engineering (ICDE), 1906-1909, 2020
62020
Multi-objective neural architecture search based on diverse structures and adaptive recommendation
C Wang, H Wang, G Feng, F Geng
arXiv preprint arXiv:2007.02749, 2020
52020
AutoTS: Automatic time series forecasting model design based on two-stage pruning
C Wang, X Chen, C Wu, H Wang
arXiv preprint arXiv:2203.14169, 2022
32022
ECOQUG: An effective ensemble community scoring function
C Wang, H Wang, C Zhou, J Li, H Gao
2019 IEEE 35th International Conference on Data Engineering (ICDE), 1702-1705, 2019
32019
Experiencethinking: Hyperparameter optimization with budget constraints
C Wang, H Wang, C Zhou, H Chen, J Li, H Gao
Preprint arXiv, 2019
32019
TAILOR: time-aware facility location recommendation based on massive trajectories
Z Qi, H Wang, T He, C Wang, J Li, H Gao
Knowledge and Information Systems 62 (9), 3783-3810, 2020
22020
Identifying effective trajectory predictions under the guidance of trajectory anomaly detection model
C Wang, C Liang, X Chen, H Wang
Pattern Recognition 140, 109559, 2023
12023
TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection
T Mu, H Wang, S Zheng, Z Liang, C Wang, X Shao, Z Liang
2023 IEEE 39th International Conference on Data Engineering (ICDE), 1032-1044, 2023
12023
Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network
T Mu, H Wang, C Wang, Z Liang
arXiv preprint arXiv:2007.03254, 2020
12020
Evaluating community quality based on ground-truth
C Wang, H Wang, T Mu, Z Qi
Information Sciences 599, 104-126, 2022
2022
CO-AutoML: An Optimizable Automated Machine Learning System
C Wang, H Wang, B Xu, X Song, X Shi, Y Bao, B Zheng
International Conference on Database Systems for Advanced Applications, 509-513, 2022
2022
AutoMC: Automated Model Compression based on Domain Knowledge and Progressive search strategy
C Wang, H Wang, X Shi
arXiv preprint arXiv:2201.09884, 2022
2022
TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model
C Wang, C Liang, X Chen, H Wang
arXiv preprint arXiv:2201.02941, 2022
2022
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