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Interpretability is a Kind of Safety: An Interpreter-based Ensemble for Adversary Defense


Apr 14, 2023
Jingyuan Wang, Yufan Wu, Mingxuan Li, Xin Lin, Junjie Wu, Chao Li

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* Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining(KDD '20), August 23--27, 2020, Virtual Event, CA, USA. Pages 15-24 
* 10 pages, accepted to KDD'20 

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Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction


Dec 07, 2022
Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng

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* 37th AAAI Conference on Artificial Intelligence (AAAI 2023) 

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Performance Deterioration of Deep Learning Models after Clinical Deployment: A Case Study with Auto-segmentation for Definitive Prostate Cancer Radiotherapy


Oct 11, 2022
Biling Wang, Michael Dohopolski, Ti Bai, Junjie Wu, Raquibul Hannan, Neil Desai, Aurelie Garant, Dan Nguyen, Xinlei Wang, Mu-Han Lin, Robert Timmerman, Steve Jiang

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View-aware Salient Object Detection for 360° Omnidirectional Image


Sep 27, 2022
Junjie Wu, Changqun Xia, Tianshu Yu, Jia Li

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* This paper has been accepted by IEEE Transactions on Multimedia 

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Large-Scale Privacy-Preserving Network Embedding against Private Link Inference Attacks


May 28, 2022
Xiao Han, Leye Wang, Junjie Wu, Yuncong Yang

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HyObscure: Hybrid Obscuring for Privacy-Preserving Data Publishing


Dec 15, 2021
Xiao Han, Yuncong Yang, Junjie Wu

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Data Valuation for Vertical Federated Learning: An Information-Theoretic Approach


Dec 15, 2021
Xiao Han, Leye Wang, Junjie Wu

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Multi-Aspect Temporal Network Embedding: A Mixture of Hawkes Process View


May 18, 2021
Yutian Chang, Guannan Liu, Yuan Zuo, Junjie Wu

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Conversations Gone Alright: Quantifying and Predicting Prosocial Outcomes in Online Conversations


Feb 16, 2021
Jiajun Bao, Junjie Wu, Yiming Zhang, Eshwar Chandrasekharan, David Jurgens

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* Accepted for Publication at the Web Conference 2021; 12 pages 

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System Design and Analysis for Energy-Efficient Passive UAV Radar Imaging System using Illuminators of Opportunity


Oct 01, 2020
Zhichao Sun, Junjie Wu, Gary G. Yen, Hang Ren, Hongyang An, Jianyu Yang

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