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Chunnan Wang

Habin Institute of Technology

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



Chunnan Wang , Xingyu Chen , Chengyue Wu , Hongzhi Wang

* 11 pages 

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



Chunnan Wang , Hongzhi Wang , Xiangyu Shi


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



Chunnan Wang , Chen Liang , Xiang Chen , Hongzhi Wang

* 14 pages, 7 figures 

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Search For Deep Graph Neural Networks



Guosheng Feng , Chunnan Wang , Hongzhi Wang


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



Chunnan Wang , Bozhou Chen , Geng Li , Hongzhi Wang

* 10 pages 

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



Chunnan Wang , Kaixin Zhang , Hongzhi Wang , Bozhou Chen


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



Tianyu Mu , Hongzhi Wang , Chunnan Wang , Zheng Liang


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



Chunnan Wang , Hongzhi Wang , Guocheng Feng , Fei Geng

* 11pages 

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



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


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ExperienceThinking: Hyperparameter Optimization with Budget Constraints



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


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