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Robust Knowledge Adaptation for Dynamic Graph Neural Networks


Jul 22, 2022
Hanjie Li, Changsheng Li, Kaituo Feng, Ye Yuan, Guoren Wang, Hongyuan Zha

* 14 pages, 6 figures 

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Multi-Prior Learning via Neural Architecture Search for Blind Face Restoration


Jun 28, 2022
Yanjiang Yu, Puyang Zhang, Kaihao Zhang, Wenhan Luo, Changsheng Li, Ye Yuan, Guoren Wang

* 13 pages, 5 figures 

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FreeKD: Free-direction Knowledge Distillation for Graph Neural Networks


Jun 21, 2022
Kaituo Feng, Changsheng Li, Ye Yuan, Guoren Wang

* Accepted to KDD 2022 

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Blind Face Restoration: Benchmark Datasets and a Baseline Model


Jun 08, 2022
Puyang Zhang, Kaihao Zhang, Wenhan Luo, Changsheng Li, Guoren Wang


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Self-Supervised Information Bottleneck for Deep Multi-View Subspace Clustering


Apr 29, 2022
Shiye Wang, Changsheng Li, Yanming Li, Ye Yuan, Guoren Wang


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SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation


Apr 19, 2022
Binhui Xie, Shuang Li, Mingjia Li, Chi Harold Liu, Gao Huang, Guoren Wang

* 16 pages, code is available at https://github.com/BIT-DA/SePiCo 

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LegoDNN: Block-grained Scaling of Deep Neural Networks for Mobile Vision


Dec 18, 2021
Rui Han, Qinglong Zhang, Chi Harold Liu, Guoren Wang, Jian Tang, Lydia Y. Chen

* In MobiCom'21, pages 406-419, 2021. ACM 
* 13 pages, 15 figures 

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Pareto Domain Adaptation


Dec 09, 2021
Fangrui Lv, Jian Liang, Kaixiong Gong, Shuang Li, Chi Harold Liu, Han Li, Di Liu, Guoren Wang

* Accepted in NeurIPS 2021 

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Active Learning for Domain Adaptation: An Energy-based Approach


Dec 08, 2021
Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng, Guoren Wang

* Accepted by AAAI 2022. Code is available at https://github.com/BIT-DA/EADA 

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