1 code implementation • ACM The Web Conference 2023 • Naibo Wang, Wenjie Feng, Jianwei Yin, See-Kiong Ng
As such, web-crawling is an essential tool for both computational and non-computational scientists to conduct research.
no code implementations • 28 Feb 2023 • Chong Fu, Xuhong Zhang, Shouling Ji, Ting Wang, Peng Lin, Yanghe Feng, Jianwei Yin
Thus, in this paper, we propose FreeEagle, the first data-free backdoor detection method that can effectively detect complex backdoor attacks on deep neural networks, without relying on the access to any clean samples or samples with the trigger.
no code implementations • 5 Sep 2022 • Yuyou Gan, Yuhao Mao, Xuhong Zhang, Shouling Ji, Yuwen Pu, Meng Han, Jianwei Yin, Ting Wang
Experiment results show that the MeTFA-smoothed explanation can significantly increase the robust faithfulness.
1 code implementation • 1 Jul 2022 • Tiancheng Zhao, Tianqi Zhang, Mingwei Zhu, Haozhan Shen, Kyusong Lee, Xiaopeng Lu, Jianwei Yin
Inspired by the CheckList for testing natural language processing, we introduce VL-CheckList, a novel framework to understand the capabilities of VLP models.
no code implementations • 10 Jan 2022 • Yangyang Wu, Jun Wang, Xiaoye Miao, Wenjia Wang, Jianwei Yin
DIM leverages a new masking Sinkhorn divergence function to make an arbitrary generative adversarial imputation model differentiable, while for such a differentiable imputation model, SSE can estimate an appropriate sample size to ensure the user-specified imputation accuracy of the final model.
no code implementations • 30 Oct 2021 • Lujia Shen, Shouling Ji, Xuhong Zhang, Jinfeng Li, Jing Chen, Jie Shi, Chengfang Fang, Jianwei Yin, Ting Wang
However, a pre-trained model with backdoor can be a severe threat to the applications.
no code implementations • 17 Dec 2020 • Jun Zhou, Longfei Zheng, Chaochao Chen, Yan Wang, Xiaolin Zheng, Bingzhe Wu, Cen Chen, Li Wang, Jianwei Yin
In this paper, we propose SPNN - a Scalable and Privacy-preserving deep Neural Network learning framework, from algorithmic-cryptographic co-perspective.
no code implementations • 11 Jul 2020 • Renjun Xu, Pelen Liu, Yin Zhang, Fang Cai, Jindong Wang, Shuoying Liang, Heting Ying, Jianwei Yin
However, in a general setting when the target domain contains classes that are never observed in the source domain, namely in Open Set Domain Adaptation (OSDA), existing DA methods failed to work because of the interference of the extra unknown classes.
no code implementations • 6 Nov 2019 • Meng Xi, Zhiling Luo, Naibo Wang, Jianwei Yin
User churn needs to be predicted with only behavioral data.
1 code implementation • 17 Oct 2019 • Naibo Wang, Zhiling Luo, Xiya Lyu, Zitong Yang, Jianwei Yin
In this work, we construct a service wrapper system to convert available data in web pages into web services.
no code implementations • 6 Oct 2018 • Yiming Wu, Wei Ji, Xi Li, Gang Wang, Jianwei Yin, Fei Wu
As a fundamental and challenging problem in computer vision, hand pose estimation aims to estimate the hand joint locations from depth images.