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GIPA++: A General Information Propagation Algorithm for Graph Learning


Jan 19, 2023
Houyi Li, Zhihong Chen, Zhao Li, Qinkai Zheng, Peng Zhang, Shuigeng Zhou

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* Accepted by DASFAA2023. arXiv admin note: substantial text overlap with arXiv:2105.06035 

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Hierarchical Few-Shot Object Detection: Problem, Benchmark and Method


Oct 08, 2022
Lu Zhang, Yang Wang, Jiaogen Zhou, Chenbo Zhang, Yinglu Zhang, Jihong Guan, Yatao Bian, Shuigeng Zhou

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* Accepted by ACM MM 2022 

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DuetFace: Collaborative Privacy-Preserving Face Recognition via Channel Splitting in the Frequency Domain


Jul 15, 2022
Yuxi Mi, Yuge Huang, Jiazhen Ji, Hongquan Liu, Xingkun Xu, Shouhong Ding, Shuigeng Zhou

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* Accepted to ACM Multimedia 2022 

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C3-STISR: Scene Text Image Super-resolution with Triple Clues


Apr 29, 2022
Minyi Zhao, Miao Wang, Fan Bai, Bingjia Li, Jie Wang, Shuigeng Zhou

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* Accepted by IJCAI 2022 

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EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification


Apr 24, 2022
Minyi Zhao, Lu Zhang, Yi Xu, Jiandong Ding, Jihong Guan, Shuigeng Zhou

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* Accepted by NAACL2022 

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An Empirical Study and Comparison of Recent Few-Shot Object Detection Algorithms


Mar 27, 2022
Tianying Liu, Lu Zhang, Yang Wang, Jihong Guan, Yanwei Fu, Shuigeng Zhou

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* 18 pages, 10 figures 

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Fairness Amidst Non-IID Graph Data: A Literature Review


Feb 16, 2022
Wenbin Zhang, Jeremy C. Weiss, Shuigeng Zhou, Toby Walsh

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ARIBA: Towards Accurate and Robust Identification of Backdoor Attacks in Federated Learning


Feb 09, 2022
Yuxi Mi, Jihong Guan, Shuigeng Zhou

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* 17 pages, 11 figures 

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DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise Annotations


Jan 24, 2022
Yuanfeng Ji, Lu Zhang, Jiaxiang Wu, Bingzhe Wu, Long-Kai Huang, Tingyang Xu, Yu Rong, Lanqing Li, Jie Ren, Ding Xue, Houtim Lai, Shaoyong Xu, Jing Feng, Wei Liu, Ping Luo, Shuigeng Zhou, Junzhou Huang, Peilin Zhao, Yatao Bian

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* 54 pages, 11 figures 

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DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples


Oct 26, 2021
Yi Xu, Jiandong Ding, Lu Zhang, Shuigeng Zhou

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* Accepted by NeurIPS 2021; 16 pages with appendix 

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