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Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness

Oct 24, 2021
Dazhong Shen, Chuan Qin, Chao Wang, Hengshu Zhu, Enhong Chen, Hui Xiong

* Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI-21}, 2021 

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Adversarial Examples Detection beyond Image Space

Feb 23, 2021
Kejiang Chen, Yuefeng Chen, Hang Zhou, Chuan Qin, Xiaofeng Mao, Weiming Zhang, Nenghai Yu

* To appear in ICASSP 2021 

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Adam revisited: a weighted past gradients perspective

Jan 01, 2021
Hui Zhong, Zaiyi Chen, Chuan Qin, Zai Huang, Vincent W. Zheng, Tong Xu, Enhong Chen

* Front. Comput. Sci. 14, 145309 (2020) 
* Zhong, Hui, et al. "Adam revisited: a weighted past gradients perspective." Frontiers of Computer Science 14.5 (2020): 1-16 

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Perceptual Robust Hashing for Color Images with Canonical Correlation Analysis

Dec 08, 2020
Xinran Li, Chuan Qin, Zhenxing Qian, Heng Yao, Xinpeng Zhang

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Statistical Analysis of Signal-Dependent Noise: Application in Blind Localization of Image Splicing Forgery

Nov 02, 2020
Mian Zou, Heng Yao, Chuan Qin, Xinpeng Zhang

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GreedyFool: Distortion-Aware Sparse Adversarial Attack

Oct 26, 2020
Xiaoyi Dong, Dongdong Chen, Jianmin Bao, Chuan Qin, Lu Yuan, Weiming Zhang, Nenghai Yu, Dong Chen

* To appear in NeurIPS 2020, code: 

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A Survey on Knowledge Graph-Based Recommender Systems

Feb 28, 2020
Qingyu Guo, Fuzhen Zhuang, Chuan Qin, Hengshu Zhu, Xing Xie, Hui Xiong, Qing He

* 17 pages, 1 figure 

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SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback

Feb 23, 2020
Chao Wang, Hengshu Zhu, Chen Zhu, Chuan Qin, Hui Xiong

* The Thirty-Fourth AAAI Conference on Artificial Intelligenc (AAAI'20), New York, New York, USA, 2020 
* This paper has been accepted in AAAI'20 

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Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach

Dec 21, 2018
Chuan Qin, Hengshu Zhu, Tong Xu, Chen Zhu, Liang Jiang, Enhong Chen, Hui Xiong

* This is an extended version of our SIGIR18 paper 

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How Images Inspire Poems: Generating Classical Chinese Poetry from Images with Memory Networks

Mar 08, 2018
Linli Xu, Liang Jiang, Chuan Qin, Zhe Wang, Dongfang Du

* Accepted by AAAI 2018 

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