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RestoreFormer: High-Quality Blind Face Restoration From Undegraded Key-Value Pairs


Jan 17, 2022
Zhouxia Wang, Jiawei Zhang, Runjian Chen, Wenping Wang, Ping Luo


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Measuring and Sampling: A Metric-guided Subgraph Learning Framework for Graph Neural Network


Dec 30, 2021
Jiyang Bai, Yuxiang Ren, Jiawei Zhang


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Translational Concept Embedding for Generalized Compositional Zero-shot Learning


Dec 20, 2021
He Huang, Wei Tang, Jiawei Zhang, Philip S. Yu


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A Self-supervised Mixed-curvature Graph Neural Network


Dec 10, 2021
Li Sun, Zhongbao Zhang, Junda Ye, Hao Peng, Jiawei Zhang, Sen Su, Philip S. Yu

* Accepted by AAAI 2022, 11 pages 

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Optimal No-Regret Learning in Strongly Monotone Games with Bandit Feedback


Dec 08, 2021
Tianyi Lin, Zhengyuan Zhou, Wenjia Ba, Jiawei Zhang

* 40 pages, 3 figures 

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Collaborative Graph Contrastive Learning: Data Augmentation Composition May Not be Necessary for Graph Representation Learning


Nov 05, 2021
Yuxiang Ren, Jiawei Zhang


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EMDS-7: Environmental Microorganism Image Dataset Seventh Version for Multiple Object Detection Evaluation


Oct 28, 2021
Hechen Yang, Chen Li, Xin Zhao, Bencheng Cai, Jiawei Zhang, Pingli Ma, Peng Zhao, Ao Chen, Tao Jiang, Hongzan Sun, Yueyang Teng, Shouliang Qi, Tao Jiang, Marcin Grzegorzek


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Targeted Cross-Validation


Sep 14, 2021
Jiawei Zhang, Jie Ding, Yuhong Yang


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ImageTBAD: A 3D Computed Tomography Angiography Image Dataset for Automatic Segmentation of Type-B Aortic Dissection


Sep 01, 2021
Zeyang Yao, Jiawei Zhang, Hailong Qiu, Tianchen Wang, Yiyu Shi, Jian Zhuang, Yuhao Dong, Meiping Huang, Xiaowei Xu


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Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer


Aug 22, 2021
Ziwei Fan, Zhiwei Liu, Jiawei Zhang, Yun Xiong, Lei Zheng, Philip S. Yu

* accepted by CIKM2021, with updated code in https://github.com/DyGRec/TGSRec 

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Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision


Aug 18, 2021
Zhilu Zhang, Haolin Wang, Ming Liu, Ruohao Wang, Jiawei Zhang, Wangmeng Zuo

* Accepted by ICCV 2021 

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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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