Publications

ACE: Adaptive Constraint-aware Early Stopping in Hyperparameter Optimization
Yi-Wei Chen, Chi Wang, Amin Saied, Rui Zhuang
Research article, ACM SIGKDD AutoML
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BED: A Real-Time Object Detection System for Edge Devices
Guanchu Wang, Zaid Pervaiz Bhat, Zhimeng Jiang, Yi-Wei Chen, Daochen Zha, Alfredo Costilla Reyes, Afshin Niktash, Gorkem Ulkar, Erman Okman, Xuanting Cai, Xia Hu
Research article, CIKM
[PDF]

AutoVideo: An Automated Video Action Recognition System
Daochen Zha, Zaid Pervaiz Bhat, Yi-Wei Chen, Yicheng Wang, Sirui Ding, Jiaben Chen, Kwei-Herng Lai, Mohammad Qazim Bhat, Anmoll Kumar Jain, Alfredo Costilla Reyes, Na Zou, Xia Hu
Research article, IJCAI
[PDF]

Techniques for Automated Machine Learning
Yi-Wei Chen, Qingquan Song, Xia Hu
Research survey, ACM SIGKDD Explorations Newsletter
[PDF]

On Robustness of Neural Architecture Search under Label Noise
Yi-Wei Chen, Qingquan Song, Xi Liu, P.S. Sastry, Xia Hu
Research Article, Frontiers in Big Data
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Virtual Hadoop: MapReduce over Docker Containers with an Auto-Scaling Mechanism for Heterogeneous Environments
Yi-Wei Chen, Shih-Hao Hung, Chia-Heng Tu, and Chih Wei Yeh
International Conference on Research in Adaptive and Convergent Systems (RACS), 2016
[PDF]