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ACE: Adaptive Constraint-aware Early Stopping in Hyperparameter Optimization


Aug 04, 2022
Yi-Wei Chen, Chi Wang, Amin Saied, Rui Zhuang


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Mining Robust Default Configurations for Resource-constrained AutoML


Feb 20, 2022
Moe Kayali, Chi Wang


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Bounding the Last Mile: Efficient Learned String Indexing


Nov 29, 2021
Benjamin Spector, Andreas Kipf, Kapil Vaidya, Chi Wang, Umar Farooq Minhas, Tim Kraska

* 3rd International Workshop on Applied AI for Database Systems and Applications (AIDB'21), August 20, 2021, Copenhagen, Denmark 

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Fair AutoML


Nov 11, 2021
Qingyun Wu, Chi Wang

* 14 pages (including 2 pages of appendix), 8 figures 

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Geometry Attention Transformer with Position-aware LSTMs for Image Captioning


Oct 01, 2021
Chi Wang, Yulin Shen, Luping Ji

* To be submitted 

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An Empirical Study on Hyperparameter Optimization for Fine-Tuning Pre-trained Language Models


Jun 17, 2021
Xueqing Liu, Chi Wang

* To appear in ACL-IJCNLP 2021 

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ChaCha for Online AutoML


Jun 11, 2021
Qingyun Wu, Chi Wang, John Langford, Paul Mineiro, Marco Rossi

* ICML 2021 
* 16 pages (including supplementary appendix). Appearing at ICML 2021 

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Attention-guided Temporal Coherent Video Object Matting


May 24, 2021
Yunke Zhang, Chi Wang, Miaomiao Cui, Peiran Ren, Xuansong Xie, Xian-sheng Hua, Hujun Bao, Qixing Huang, Weiwei Xu

* 10 pages, 6 figures 

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Active Boundary Loss for Semantic Segmentation


Feb 04, 2021
Chi Wang, Yunke Zhang, Miaomiao Cui, Jinlin Liu, Peiran Ren, Yin Yang, Xuansong Xie, XianSheng Hua, Hujun Bao, Weiwei Xu

* 8 pages, 7 figures 

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