Chunnan Wang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 28

Top Topics

Discriminant Functions

Reinforcement Learning

Scoring Function

Forecasting Model

Top Venues

Pattern Recognit.

Publications

Chunnan Wang, Xingyu Chen, Chengyue Wu, Hongzhi Wang
Automatic time series forecasting model design based on pruning. Appl. Soft Comput. 162 (2024)
Chunnan Wang, Hongzhi Wang, Xiangyu Shi
AutoMC: Automated Model Compression Based on Domain Knowledge and Progressive Search. ICDE (2024)
Chunnan Wang, Kaixin Zhang, Hongzhi Wang, Bozhou Chen
Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search. ACM Trans. Knowl. Discov. Data 17 (5) (2023)
Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Zhiyu Liang, Chunnan Wang, Xinyue Shao, Zheng Liang
TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection. ICDE (2023)
Guosheng Feng, Hongzhi Wang, Chunnan Wang
Search for deep graph neural networks. Inf. Sci. 649 (2023)
Chunnan Wang, Chen Liang, Xiang Chen, Hongzhi Wang
Identifying effective trajectory predictions under the guidance of trajectory anomaly detection model. Pattern Recognit. 140 (2023)
Chunnan Wang, Bozhou Chen, Geng Li, Hongzhi Wang
Automated Graph Neural Network Search Under Federated Learning Framework. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Chunnan Wang, Xingyu Chen, Chengyue Wu, Hongzhi Wang
AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning. CoRR (2022)
Chunnan Wang, Xiang Chen, Junzhe Wang, Hongzhi Wang
ATPFL: Automatic Trajectory Prediction Model Design under Federated Learning Framework. CVPR (2022)
Chunnan Wang, Hongzhi Wang, Tianyu Mu, Zhixin Qi
Evaluating community quality based on ground-truth. Inf. Sci. 599 (2022)
Chunnan Wang, Hongzhi Wang, Bo Xu, Xintong Song, Xiangyu Shi, Yuhao Bao, Bo Zheng
CO-AutoML: An Optimizable Automated Machine Learning System. DASFAA (3) (2022)
Tianyu Mu, Hongzhi Wang, Chunnan Wang, Zheng Liang, Xinyue Shao
Auto-CASH: A meta-learning embedding approach for autonomous classification algorithm selection. Inf. Sci. 591 (2022)
Chunnan Wang, Hongzhi Wang, Xiangyu Shi
AutoMC: Automated Model Compression based on Domain Knowledge and Progressive search strategy. CoRR (2022)
Chunnan Wang, Chen Liang, Xiang Chen, Hongzhi Wang
TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model. CoRR (2022)
Guosheng Feng, Chunnan Wang, Hongzhi Wang
Search For Deep Graph Neural Networks. CoRR (2021)
Chunnan Wang, Bozhou Chen, Geng Li, Hongzhi Wang
FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search. CoRR (2021)
Chunnan Wang, Hongzhi Wang, Hanxiao Chen, Daxin Li
Attributed community search based on effective scoring function and elastic greedy method. Inf. Sci. 562 (2021)
Chunnan Wang, Hongzhi Wang, Chang Zhou, Hanxiao Chen
ExperienceThinking: Constrained hyperparameter optimization based on knowledge and pruning. Knowl. Based Syst. 223 (2021)
Zhixin Qi, Hongzhi Wang, Tao He, Chunnan Wang, Jianzhong Li, Hong Gao
TAILOR: time-aware facility location recommendation based on massive trajectories. Knowl. Inf. Syst. 62 (9) (2020)
Chunnan Wang, Hongzhi Wang, Guocheng Feng, Fei Geng
Multi-Objective Neural Architecture Search Based on Diverse Structures and Adaptive Recommendation. CoRR (2020)
Chunnan Wang, Kaixin Zhang, Hongzhi Wang, Bozhou Chen
Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Existing Research Results. CoRR (2020)
Chunnan Wang, Hongzhi Wang, Tianyu Mu, Jianzhong Li, Hong Gao
Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem. ICDE (2020)
Tianyu Mu, Hongzhi Wang, Chunnan Wang, Zheng Liang
Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network. CoRR (2020)
Bozhou Chen, Kaixin Zhang, Longshen Ou, Chenmin Ba, Hongzhi Wang, Chunnan Wang
Automatic Hyper-Parameter Optimization Based on Mapping Discovery from Data to Hyper-Parameters. CoRR (2020)
Chunnan Wang, Hongzhi Wang, Tianyu Mu, Jianzhong Li, Hong Gao
Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem. CoRR (2019)
Chunnan Wang, Hongzhi Wang, Chang Zhou, Hanxiao Chen, Jianzhong Li, Hong Gao
ExperienceThinking: Hyperparameter Optimization with Budget Constraints. CoRR (2019)
Chunnan Wang, Hongzhi Wang, Chang Zhou, Jianzhong Li, Hong Gao
ECOQUG: An Effective Ensemble Community Scoring Function. ICDE (2019)
Guiqiang Wang, Chunnan Wang, Rui Yang, Wenlan Liu, Shuqing Sun
A Sensitive and Stable Surface Plasmon Resonance Sensor Based on Monolayer Protected Silver Film. Sensors 17 (12) (2017)