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DistFL: Distribution-aware Federated Learning for Mobile Scenarios

Oct 22, 2021
Bingyan Liu, Yifeng Cai, Ziqi Zhang, Yuanchun Li, Leye Wang, Ding Li, Yao Guo, Xiangqun Chen

* This paper has been accepted by IMWUT2021(Ubicomp) 

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Alleviating Noisy-label Effects in Image Classification via Probability Transition Matrix

Oct 19, 2021
Ziqi Zhang, Yuexiang Li, Hongxin Wei, Kai Ma, Tao Xu, Yefeng Zheng

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SS-BERT: Mitigating Identity Terms Bias in Toxic Comment Classification by Utilising the Notion of "Subjectivity" and "Identity Terms"

Sep 06, 2021
Zhixue Zhao, Ziqi Zhang, Frank Hopfgartner

* 12 pages, 6 tables, 3 figures 

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An Exploratory Study on Utilising the Web of Linked Data for Product Data Mining

Sep 03, 2021
Ziqi Zhang, Xingyi Song

* Currently under review at LRE journal 

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Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition

Aug 23, 2021
Yuxin Chen, Ziqi Zhang, Chunfeng Yuan, Bing Li, Ying Deng, Weiming Hu

* Accepted to ICCV2021. Camera-ready version with supplementary materials. Code is available at 

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ModelDiff: Testing-Based DNN Similarity Comparison for Model Reuse Detection

Jun 11, 2021
Yuanchun Li, Ziqi Zhang, Bingyan Liu, Ziyue Yang, Yunxin Liu

* ISSTA 2021 

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PDNet: Towards Better One-stage Object Detection with Prediction Decoupling

Apr 28, 2021
Li Yang, Yan Xu, Shaoru Wang, Chunfeng Yuan, Ziqi Zhang, Bing Li, Weiming Hu

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Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge

Apr 09, 2021
Prithwish Chakraborty, James Codella, Piyush Madan, Ying Li, Hu Huang, Yoonyoung Park, Chao Yan, Ziqi Zhang, Cheng Gao, Steve Nyemba, Xu Min, Sanjib Basak, Mohamed Ghalwash, Zach Shahn, Parthasararathy Suryanarayanan, Italo Buleje, Shannon Harrer, Sarah Miller, Amol Rajmane, Colin Walsh, Jonathan Wanderer, Gigi Yuen Reed, Kenney Ng, Daby Sow, Bradley A. Malin

* Presented at the AMIA 2021 Virtual Informatics Summit 

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Open-book Video Captioning with Retrieve-Copy-Generate Network

Mar 09, 2021
Ziqi Zhang, Zhongang Qi, Chunfeng Yuan, Ying Shan, Bing Li, Ying Deng, Weiming Hu

* Accepted by CVPR 2021 

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A generalized model for data science

Nov 02, 2020
Ziqi Zhang, Chuanxu Zhao

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Backdoor Attack against Speaker Verification

Oct 25, 2020
Tongqing Zhai, Yiming Li, Ziqi Zhang, Baoyuan Wu, Yong Jiang, Shu-Tao Xia

* The first two authors contributed equally to this work. 5 pages 

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Open-sourced Dataset Protection via Backdoor Watermarking

Oct 12, 2020
Yiming Li, Ziqi Zhang, Jiawang Bai, Baoyuan Wu, Yong Jiang, Shu-Tao Xia

* 6 pages 

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Understanding and Diagnosing Vulnerability under Adversarial Attacks

Jul 17, 2020
Haizhong Zheng, Ziqi Zhang, Honglak Lee, Atul Prakash

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Generating Electronic Health Records with Multiple Data Types and Constraints

Mar 23, 2020
Chao Yan, Ziqi Zhang, Steve Nyemba, Bradley A. Malin

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Adversarial Attacks on Monocular Depth Estimation

Mar 23, 2020
Ziqi Zhang, Xinge Zhu, Yingwei Li, Xiangqun Chen, Yao Guo

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Object Relational Graph with Teacher-Recommended Learning for Video Captioning

Feb 26, 2020
Ziqi Zhang, Yaya Shi, Chunfeng Yuan, Bing Li, Peijin Wang, Weiming Hu, Zhengjun Zha

* Accepted by CVPR 2020 

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Efficient Adversarial Training with Transferable Adversarial Examples

Dec 27, 2019
Haizhong Zheng, Ziqi Zhang, Juncheng Gu, Honglak Lee, Atul Prakash

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VATEX Captioning Challenge 2019: Multi-modal Information Fusion and Multi-stage Training Strategy for Video Captioning

Oct 13, 2019
Ziqi Zhang, Yaya Shi, Jiutong Wei, Chunfeng Yuan, Bing Li, Weiming Hu

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Fashion Editing with Multi-scale Attention Normalization

Jun 03, 2019
Haoye Dong, Xiaodan Liang, Yixuan Zhang, Xujie Zhang, Zhenyu Xie, Bowen Wu, Ziqi Zhang, Xiaohui Shen, Jian Yin

* 22 pages, 18 figures 

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Hate Speech Detection: A Solved Problem? The Challenging Case of Long Tail on Twitter

Oct 25, 2018
Ziqi Zhang, Lei Luo

* Accepted @ the Semantic Web Journal 

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SemRe-Rank: Improving Automatic Term Extraction By Incorporating Semantic Relatedness With Personalised PageRank

Mar 28, 2018
Ziqi Zhang, Jie Gao, Fabio Ciravegna

* Accepted by ACM TKDD. This is a pre-print 

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