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EfficientTDNN: Efficient Architecture Search for Speaker Recognition in the Wild


Apr 20, 2021
Rui Wang, Zhihua Wei, Haoran Duan, Shouling Ji, Zhen Hong


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Constructing Contrastive samples via Summarization for Text Classification with limited annotations


Apr 11, 2021
Yangkai Du, Tengfei Ma, Lingfei Wu, Fangli Xu, Xuhong Zhang, Shouling Ji


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Fine-Grained Fashion Similarity Prediction by Attribute-Specific Embedding Learning


Apr 06, 2021
Jianfeng Dong, Zhe Ma, Xiaofeng Mao, Xun Yang, Yuan He, Richang Hong, Shouling Ji

* arXiv admin note: substantial text overlap with arXiv:2002.02814 

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Deep Dual Consecutive Network for Human Pose Estimation


Mar 19, 2021
Zhenguang Liu, Haoming Chen, Runyang Feng, Shuang Wu, Shouling Ji, Bailin Yang, Xun Wang

* This paper is accepted by CVPR 2021 

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Aggregated Multi-GANs for Controlled 3D Human Motion Prediction


Mar 17, 2021
Zhenguang Liu, Kedi Lyu, Shuang Wu, Haipeng Chen, Yanbin Hao, Shouling Ji


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Enhancing Model Robustness By Incorporating Adversarial Knowledge Into Semantic Representation


Feb 23, 2021
Jinfeng Li, Tianyu Du, Xiangyu Liu, Rong Zhang, Hui Xue, Shouling Ji

* Accepted to ICASSP 2021. 5 pages, 3 tables, 5 figures 

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Hierarchical Similarity Learning for Language-based Product Image Retrieval


Feb 18, 2021
Zhe Ma, Fenghao Liu, Jianfeng Dong, Xiaoye Qu, Yuan He, Shouling Ji

* Accepted by ICASSP 2021. Code and data will be available at https://github.com/liufh1/hsl 

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Progressive Localization Networks for Language-based Moment Localization


Feb 02, 2021
Qi Zheng, Jianfeng Dong, Xiaoye Qu, Xun Yang, Shouling Ji, Xun Wang

* 12pages 

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i-Algebra: Towards Interactive Interpretability of Deep Neural Networks


Jan 22, 2021
Xinyang Zhang, Ren Pang, Shouling Ji, Fenglong Ma, Ting Wang

* Accepted by the 35th AAAI Conference on Artificial Intelligence (AAAI '21) 

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TROJANZOO: Everything you ever wanted to know about neural backdoors (but were afraid to ask)


Dec 22, 2020
Ren Pang, Zheng Zhang, Xiangshan Gao, Zhaohan Xi, Shouling Ji, Peng Cheng, Ting Wang


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Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing


Oct 25, 2020
Hanlu Wu, Tengfei Ma, Lingfei Wu, Shouling Ji


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Deep Graph Matching and Searching for Semantic Code Retrieval


Oct 24, 2020
Xiang Ling, Lingfei Wu, Saizhuo Wang, Gaoning Pan, Tengfei Ma, Fangli Xu, Alex X. Liu, Chunming Wu, Shouling Ji

* 21 pages 

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Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning


Oct 05, 2020
Hanlu Wu, Tengfei Ma, Lingfei Wu, Tariro Manyumwa, Shouling Ji

* Long Paper in EMNLP 2020 

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Hierarchical Graph Matching Networks for Deep Graph Similarity Learning


Jul 08, 2020
Xiang Ling, Lingfei Wu, Saizhuo Wang, Tengfei Ma, Fangli Xu, Alex X. Liu, Chunming Wu, Shouling Ji

* 17 pages 

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Graph Backdoor


Jun 23, 2020
Zhaohan Xi, Ren Pang, Shouling Ji, Ting Wang

* 18 pages, 15 figures 

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AdvMind: Inferring Adversary Intent of Black-Box Attacks


Jun 16, 2020
Ren Pang, Xinyang Zhang, Shouling Ji, Xiapu Luo, Ting Wang

* Accepted as a full paper at KDD 2020 

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Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network


Feb 07, 2020
Zhe Ma, Jianfeng Dong, Yao Zhang, Zhongzi Long, Yuan He, Hui Xue, Shouling Ji

* 16 pages, 13 figutes. Accepted by AAAI 2020. Code and data are available at https://github.com/Maryeon/asen 

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Efficient Global String Kernel with Random Features: Beyond Counting Substructures


Nov 25, 2019
Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji, Charu Aggarwal

* KDD'19 Oral Paper, Data and Code link available in the paper 

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The Tale of Evil Twins: Adversarial Inputs versus Backdoored Models


Nov 05, 2019
Ren Pang, Xinyang Zhang, Shouling Ji, Yevgeniy Vorobeychik, Xiaopu Luo, Ting Wang


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Attend To Count: Crowd Counting with Adaptive Capacity Multi-scale CNNs


Aug 26, 2019
Zhikang Zou, Yu Cheng, Xiaoye Qu, Shouling Ji, Xiaoxiao Guo, Pan Zhou

* Accepted to Neurocomputing, code will be released soon 

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Adversarial Examples versus Cloud-based Detectors: A Black-box Empirical Study


Jan 13, 2019
Xurong Li, Shouling Ji, Meng Han, Juntao Ji, Zhenyu Ren, Yushan Liu, Chunming Wu


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TextBugger: Generating Adversarial Text Against Real-world Applications


Dec 13, 2018
Jinfeng Li, Shouling Ji, Tianyu Du, Bo Li, Ting Wang

* To appear in NDSS 2019 

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Interpretable Deep Learning under Fire


Dec 03, 2018
Xinyang Zhang, Ningfei Wang, Shouling Ji, Hua Shen, Ting Wang


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Dual Dense Encoding for Zero-Example Video Retrieval


Sep 17, 2018
Jianfeng Dong, Xirong Li, Chaoxi Xu, Shouling Ji, Xun Wang

* 8 pages, 3 figures 

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Differentially Private Releasing via Deep Generative Model (Technical Report)


Mar 25, 2018
Xinyang Zhang, Shouling Ji, Ting Wang


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