Alert button
Picture for Chunnan Wang

Chunnan Wang

Alert button

Habin Institute of Technology

AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning

Mar 26, 2022
Chunnan Wang, Xingyu Chen, Chengyue Wu, Hongzhi Wang

Figure 1 for AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning
Figure 2 for AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning
Figure 3 for AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning
Figure 4 for AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning
Viaarxiv icon

AutoMC: Automated Model Compression based on Domain Knowledge and Progressive search strategy

Jan 24, 2022
Chunnan Wang, Hongzhi Wang, Xiangyu Shi

Figure 1 for AutoMC: Automated Model Compression based on Domain Knowledge and Progressive search strategy
Figure 2 for AutoMC: Automated Model Compression based on Domain Knowledge and Progressive search strategy
Figure 3 for AutoMC: Automated Model Compression based on Domain Knowledge and Progressive search strategy
Figure 4 for AutoMC: Automated Model Compression based on Domain Knowledge and Progressive search strategy
Viaarxiv icon

TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model

Jan 09, 2022
Chunnan Wang, Chen Liang, Xiang Chen, Hongzhi Wang

Figure 1 for TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model
Figure 2 for TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model
Figure 3 for TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model
Figure 4 for TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model
Viaarxiv icon

Search For Deep Graph Neural Networks

Sep 21, 2021
Guosheng Feng, Chunnan Wang, Hongzhi Wang

Figure 1 for Search For Deep Graph Neural Networks
Figure 2 for Search For Deep Graph Neural Networks
Figure 3 for Search For Deep Graph Neural Networks
Figure 4 for Search For Deep Graph Neural Networks
Viaarxiv icon

FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search

Apr 09, 2021
Chunnan Wang, Bozhou Chen, Geng Li, Hongzhi Wang

Figure 1 for FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search
Figure 2 for FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search
Figure 3 for FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search
Figure 4 for FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search
Viaarxiv icon

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

Oct 15, 2020
Chunnan Wang, Kaixin Zhang, Hongzhi Wang, Bozhou Chen

Figure 1 for Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Existing Research Results
Figure 2 for Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Existing Research Results
Figure 3 for Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Existing Research Results
Figure 4 for Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Existing Research Results
Viaarxiv icon

Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network

Jul 07, 2020
Tianyu Mu, Hongzhi Wang, Chunnan Wang, Zheng Liang

Figure 1 for Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network
Figure 2 for Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network
Figure 3 for Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network
Figure 4 for Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network
Viaarxiv icon

Multi-Objective Neural Architecture Search Based on Diverse Structures and Adaptive Recommendation

Jul 06, 2020
Chunnan Wang, Hongzhi Wang, Guocheng Feng, Fei Geng

Figure 1 for Multi-Objective Neural Architecture Search Based on Diverse Structures and Adaptive Recommendation
Figure 2 for Multi-Objective Neural Architecture Search Based on Diverse Structures and Adaptive Recommendation
Figure 3 for Multi-Objective Neural Architecture Search Based on Diverse Structures and Adaptive Recommendation
Figure 4 for Multi-Objective Neural Architecture Search Based on Diverse Structures and Adaptive Recommendation
Viaarxiv icon

Automatic Hyper-Parameter Optimization Based on Mapping Discovery from Data to Hyper-Parameters

Mar 03, 2020
Bozhou Chen, Kaixin Zhang, Longshen Ou, Chenmin Ba, Hongzhi Wang, Chunnan Wang

Figure 1 for Automatic Hyper-Parameter Optimization Based on Mapping Discovery from Data to Hyper-Parameters
Figure 2 for Automatic Hyper-Parameter Optimization Based on Mapping Discovery from Data to Hyper-Parameters
Figure 3 for Automatic Hyper-Parameter Optimization Based on Mapping Discovery from Data to Hyper-Parameters
Figure 4 for Automatic Hyper-Parameter Optimization Based on Mapping Discovery from Data to Hyper-Parameters
Viaarxiv icon

ExperienceThinking: Hyperparameter Optimization with Budget Constraints

Dec 02, 2019
Chunnan Wang, Hongzhi Wang, Chang Zhou, Hanxiao Chen, Jianzhong Li, Hong Gao

Figure 1 for ExperienceThinking: Hyperparameter Optimization with Budget Constraints
Figure 2 for ExperienceThinking: Hyperparameter Optimization with Budget Constraints
Figure 3 for ExperienceThinking: Hyperparameter Optimization with Budget Constraints
Figure 4 for ExperienceThinking: Hyperparameter Optimization with Budget Constraints
Viaarxiv icon