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Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation


Jun 10, 2021
Jiawei Zhang, Linyi Li, Huichen Li, Xiaolu Zhang, Shuang Yang, Bo Li

* ICML 2021 

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EchoCP: An Echocardiography Dataset in Contrast Transthoracic Echocardiography for Patent Foramen Ovale Diagnosis


May 18, 2021
Tianchen Wang, Zhihe Li, Meiping Huang, Jian Zhuang, Shanshan Bi, Jiawei Zhang, Yiyu Shi, Hongwen Fei, Xiaowei Xu

* Accepted by MICCAI2021 

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Drill the Cork of Information Bottleneck by Inputting the Most Important Data


May 15, 2021
Xinyu Peng, Jiawei Zhang, Fei-Yue Wang, Li Li

* 11 pages, to be published in IEEE Transactions on Neural Networks and Learning Systems 

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A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: from Traditional Image Processing and Classical Machine Learning to Current Deep Convolutional Neural Networks and Potential Visual Transformers


May 07, 2021
Chen Li, Pingli Ma, Md Mamunur Rahaman, Yudong Yao, Jiawei Zhang, Shuojia Zou, Xin Zhao, Marcin Grzegorzek


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Multi-Cycle-Consistent Adversarial Networks for Edge Denoising of Computed Tomography Images


Apr 25, 2021
Xiaowe Xu, Jiawei Zhang, Jinglan Liu, Yukun Ding, Tianchen Wang, Hailong Qiu, Haiyun Yuan, Jian Zhuang, Wen Xie, Yuhao Dong, Qianjun Jia, Meiping Huang, Yiyu Shi

* 16 pages, 7 figures, 4 tables, accepted by the ACM Journal on Emerging Technologies in Computing Systems (JETC). arXiv admin note: substantial text overlap with arXiv:2002.12130 

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Centrality Meets Centroid: A Graph-based Approach for Unsupervised Document Summarization


Apr 22, 2021
Haopeng Zhang, Jiawei Zhang

* We found some error in Table 2. We need some time to update the paper 

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Pyramid U-Net for Retinal Vessel Segmentation


Apr 06, 2021
Jiawei Zhang, Yanchun Zhang, Xiaowei Xu

* 10 pages, 5 figures, Accepted by ICASSP2021 

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Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs


Apr 06, 2021
Li Sun, Zhongbao Zhang, Jiawei Zhang, Feiyang Wang, Hao Peng, Sen Su, Philip S. Yu

* 9 pages, Accepted as a regular paper in AAAI Conference on Artificial Intelligence 2021 

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A Comprehensive Review of Image Analysis Methods for Microorganism Counting: From Classical Image Processing to Deep Learning Approaches


Mar 25, 2021
Chen Li, Jiawei Zhang, Md Mamunur Rahaman, Yudong Yao, Pingli Ma, Jinghua Zhang, Xin Zhao, Tao Jiang, Marcin Grzegorzek


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Efficient Deep Image Denoising via Class Specific Convolution


Mar 02, 2021
Lu Xu, Jiawei Zhang, Xuanye Cheng, Feng Zhang, Xing Wei, Jimmy Ren

* The Thirty-Fifth AAAI Conference on Artificial Intelligence(AAAI-21) 

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ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation


Jan 30, 2021
Jiawei Zhang, Yanchun Zhang, Xiaowei Xu

* 8 pages, 7 figures, 9 tables 

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Adversarial Active Learning based Heterogeneous Graph Neural Network for Fake News Detection


Jan 27, 2021
Yuxiang Ren, Bo Wang, Jiawei Zhang, Yi Chang

* Accepted by ICDM 2020. arXiv admin note: text overlap with arXiv:2002.04397 

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Label Contrastive Coding based Graph Neural Network for Graph Classification


Jan 14, 2021
Yuxiang Ren, Jiyang Bai, Jiawei Zhang

* Accept by DASFAA'21 

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Online Stochastic Optimization with Wasserstein Based Non-stationarity


Dec 23, 2020
Jiashuo Jiang, Xiaocheng Li, Jiawei Zhang


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Distributed Stochastic Consensus Optimization with Momentum for Nonconvex Nonsmooth Problems


Nov 10, 2020
Zhiguo Wang, Jiawei Zhang, Tsung-Hui Chang, Jian Li, Zhi-Quan Luo


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AIM 2020 Challenge on Learned Image Signal Processing Pipeline


Nov 10, 2020
Andrey Ignatov, Radu Timofte, Zhilu Zhang, Ming Liu, Haolin Wang, Wangmeng Zuo, Jiawei Zhang, Ruimao Zhang, Zhanglin Peng, Sijie Ren, Linhui Dai, Xiaohong Liu, Chengqi Li, Jun Chen, Yuichi Ito, Bhavya Vasudeva, Puneesh Deora, Umapada Pal, Zhenyu Guo, Yu Zhu, Tian Liang, Chenghua Li, Cong Leng, Zhihong Pan, Baopu Li, Byung-Hoon Kim, Joonyoung Song, Jong Chul Ye, JaeHyun Baek, Magauiya Zhussip, Yeskendir Koishekenov, Hwechul Cho Ye, Xin Liu, Xueying Hu, Jun Jiang, Jinwei Gu, Kai Li, Pengliang Tan, Bingxin Hou

* Published in ECCV 2020 Workshops (Advances in Image Manipulation), https://data.vision.ee.ethz.ch/cvl/aim20/ 

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A Single-Loop Smoothed Gradient Descent-Ascent Algorithm for Nonconvex-Concave Min-Max Problems


Oct 29, 2020
Jiawei Zhang, Peijun Xiao, Ruoyu Sun, Zhi-Quan Luo


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Sub-graph Contrast for Scalable Self-Supervised Graph Representation Learning


Oct 08, 2020
Yizhu Jiao, Yun Xiong, Jiawei Zhang, Yao Zhang, Tianqi Zhang, Yangyong Zhu

* To appear at ICDM 2020 

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EfficientFCN: Holistically-guided Decoding for Semantic Segmentation


Aug 27, 2020
Jianbo Liu, Junjun He, Jiawei Zhang, Jimmy S. Ren, Hongsheng Li

* Accepted in ECCV 2020 

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Cross-Scale Internal Graph Neural Network for Image Super-Resolution


Jun 30, 2020
Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo, Chen Change Loy


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G5: A Universal GRAPH-BERT for Graph-to-Graph Transfer and Apocalypse Learning


Jun 11, 2020
Jiawei Zhang

* Keywords: Graph-Bert; Representation Learning; Apocalypse Learning; Transfer Learning; Graph Mining; Data Mining 

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Learning a Reinforced Agent for Flexible Exposure Bracketing Selection


May 26, 2020
Zhouxia Wang, Jiawei Zhang, Mude Lin, Jiong Wang, Ping Luo, Jimmy Ren

* to be published in CVPR 2020 

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CG-BERT: Conditional Text Generation with BERT for Generalized Few-shot Intent Detection


Apr 04, 2020
Congying Xia, Chenwei Zhang, Hoang Nguyen, Jiawei Zhang, Philip Yu

* 11 pages, 4 figures 

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Deep Blind Video Super-resolution


Mar 10, 2020
Jinshan Pan, Songsheng Cheng, Jiawei Zhang, Jinhui Tang


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Ripple Walk Training: A Subgraph-based training framework for Large and Deep Graph Neural Network


Mar 05, 2020
Jiyang Bai, Yuxiang Ren, Jiawei Zhang


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Graph Neural Distance Metric Learning with Graph-Bert


Feb 09, 2020
Jiawei Zhang

* 11 pages 

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