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Huan Liu

NI-UDA: Graph Adversarial Domain Adaptation from Non-shared-and-Imbalanced Big Data to Small Imbalanced Applications

Aug 12, 2021
Guangyi Xiao, Weiwei Xiang, Huan Liu, Hao Chen, Shun Peng, Jingzhi Guo, Zhiguo Gong

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* 11 pages, 5 figures, and 8 tables

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FBAdTracker: An Interactive Data Collection and Analysis Tool for Facebook Advertisements

May 31, 2021
Ujun Jeong, Kaize Ding, Huan Liu

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* 3 pages, 1 figure, 2021 International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction and Behavior Representation in Modeling and Simulation, demo track

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Graph Learning: A Survey

May 03, 2021
Feng Xia, Ke Sun, Shuo Yu, Abdul Aziz, Liangtian Wan, Shirui Pan, Huan Liu

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* IEEE Transactions on Artificial Intelligence (2021)
* 19 pages, 6 figures

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Causal Learning for Socially Responsible AI

Apr 25, 2021
Lu Cheng, Ahmadreza Mosallanezhad, Paras Sheth, Huan Liu

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* 8 pages, 3 figures, accepted at IJCAI21

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DW-GAN: A Discrete Wavelet Transform GAN for NonHomogeneous Dehazing

Apr 18, 2021
Minghan Fu, Huan Liu, Yankun Yu, Jun Chen, Keyan Wang

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* Accepted in CVPRW 2021

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A Two-branch Neural Network for Non-homogeneous Dehazing via Ensemble Learning

Apr 18, 2021
Yankun Yu, Huan Liu, Minghan Fu, Jun Chen, Xiyao Wang, Keyan Wang

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* Accepted in CVPRW 2021

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Few-shot Network Anomaly Detection via Cross-network Meta-learning

Feb 22, 2021
Kaize Ding, Qinghai Zhou, Hanghang Tong, Huan Liu

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* Accepted by The Web Conference 2021

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Causal Mediation Analysis with Hidden Confounders

Feb 21, 2021
Lu Cheng, Ruocheng Guo, Huan Liu

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* 11 pages, 3 figures

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