Chunnan Wang

Orcid: 0000-0002-8971-7096

According to our database1, Chunnan Wang authored at least 24 papers between 2017 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Search for deep graph neural networks.
Inf. Sci., November, 2023

Automated Graph Neural Network Search Under Federated Learning Framework.
IEEE Trans. Knowl. Data Eng., October, 2023

Identifying effective trajectory predictions under the guidance of trajectory anomaly detection model.
Pattern Recognit., August, 2023

Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search.
ACM Trans. Knowl. Discov. Data, June, 2023

TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022
Evaluating community quality based on ground-truth.
Inf. Sci., 2022

Auto-CASH: A meta-learning embedding approach for autonomous classification algorithm selection.
Inf. Sci., 2022

AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning.
CoRR, 2022

AutoMC: Automated Model Compression based on Domain Knowledge and Progressive search strategy.
CoRR, 2022

TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model.
CoRR, 2022

CO-AutoML: An Optimizable Automated Machine Learning System.
Proceedings of the Database Systems for Advanced Applications, 2022

ATPFL: Automatic Trajectory Prediction Model Design under Federated Learning Framework.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
ExperienceThinking: Constrained hyperparameter optimization based on knowledge and pruning.
Knowl. Based Syst., 2021

Attributed community search based on effective scoring function and elastic greedy method.
Inf. Sci., 2021

FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search.
CoRR, 2021

2020
TAILOR: time-aware facility location recommendation based on massive trajectories.
Knowl. Inf. Syst., 2020

Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Existing Research Results.
CoRR, 2020

Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network.
CoRR, 2020

Multi-Objective Neural Architecture Search Based on Diverse Structures and Adaptive Recommendation.
CoRR, 2020

Automatic Hyper-Parameter Optimization Based on Mapping Discovery from Data to Hyper-Parameters.
CoRR, 2020

Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019
ExperienceThinking: Hyperparameter Optimization with Budget Constraints.
CoRR, 2019

ECOQUG: An Effective Ensemble Community Scoring Function.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2017
A Sensitive and Stable Surface Plasmon Resonance Sensor Based on Monolayer Protected Silver Film.
Sensors, 2017


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