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Model Inversion Attacks against Graph Neural Networks


Sep 19, 2022
Zaixi Zhang, Qi Liu, Zhenya Huang, Hao Wang, Chee-Kong Lee, Enhong Chen

* Accepted by TKDE. arXiv admin note: substantial text overlap with arXiv:2106.02820 

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Cooperative Retriever and Ranker in Deep Recommenders


Jun 28, 2022
Xu Huang, Defu Lian, Jin Chen, Zheng Liu, Xing Xie, Enhong Chen


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Winning the CVPR'2022 AQTC Challenge: A Two-stage Function-centric Approach


Jun 22, 2022
Shiwei Wu, Weidong He, Tong Xu, Hao Wang, Enhong Chen


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Boosting Factorization Machines via Saliency-Guided Mixup


Jun 17, 2022
Chenwang Wu, Defu Lian, Yong Ge, Min Zhou, Enhong Chen, Dacheng Tao


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Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever


May 30, 2022
Jin Chen, Defu Lian, Yucheng Li, Baoyun Wang, Kai Zheng, Enhong Chen

* 18 pages 

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Non-Parametric Domain Adaptation for End-to-End Speech Translation


May 27, 2022
Yichao Du, Weizhi Wang, Zhirui Zhang, Boxing Chen, Tong Xu, Jun Xie, Enhong Chen

* work in progress 

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Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification


May 18, 2022
Kai Zhang, Qi Liu, Zhenya Huang, Mingyue Cheng, Kun Zhang, Mengdi Zhang, Wei Wu, Enhong Chen

* 11 pages, 7 figures, Sigir 2022 

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Preference Enhanced Social Influence Modeling for Network-Aware Cascade Prediction


Apr 18, 2022
Likang Wu, Hao Wang, Enhong Chen, Zhi Li, Hongke Zhao, Jianhui Ma

* SIGIR 2022 

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Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation


Apr 08, 2022
Lin Chen, Huaian Chen, Zhixiang Wei, Xin Jin, Xiao Tan, Yi Jin, Enhong Chen

* Accepted by CVPR2022 

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