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Qi Li

School of Data and Computer Science, Sun Yat-Sen University, Guangzhou, P.R.China

Style Intervention: How to Achieve Spatial Disentanglement with Style-based Generators?

Nov 19, 2020
Yunfan Liu, Qi Li, Zhenan Sun, Tieniu Tan


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Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search

Oct 29, 2020
Houwen Peng, Hao Du, Hongyuan Yu, Qi Li, Jing Liao, Jianlong Fu

* NeurIPS 2020, code url: https://github.com/microsoft/Cream 

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Manifold learning-based feature extraction for structural defect reconstruction

Oct 26, 2020
Qi Li, Dianzi Liu, Zhenghua Qian

* 7 pages, 4 figures. arXiv admin note: substantial text overlap with arXiv:2009.06276 

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Removing Backdoor-Based Watermarks in Neural Networks with Limited Data

Aug 08, 2020
Xuankai Liu, Fengting Li, Bihan Wen, Qi Li


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Low-light Image Restoration with Short- and Long-exposure Raw Pairs

Jul 01, 2020
Meng Chang, Huajun Feng, Zhihai Xu, Qi Li


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Quasi-Dense Instance Similarity Learning

Jun 11, 2020
Jiangmiao Pang, Linlu Qiu, Haofeng Chen, Qi Li, Trevor Darrell, Fisher Yu

* SOTAs on multiple object tracking and one-shot object detection 

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Reference Guided Face Component Editing

Jun 03, 2020
Qiyao Deng, Jie Cao, Yunfan Liu, Zhenhua Chai, Qi Li, Zhenan Sun


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Partially-Typed NER Datasets Integration: Connecting Practice to Theory

May 01, 2020
Shi Zhi, Liyuan Liu, Yu Zhang, Shiyin Wang, Qi Li, Chao Zhang, Jiawei Han

* Work in progress 

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Spatio-Temporal Dual Affine Differential Invariant for Skeleton-based Action Recognition

Apr 21, 2020
Qi Li, Hanlin Mo, Jinghan Zhao, Hongxiang Hao, Hua Li


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Negative Margin Matters: Understanding Margin in Few-shot Classification

Mar 26, 2020
Bin Liu, Yue Cao, Yutong Lin, Qi Li, Zheng Zhang, Mingsheng Long, Han Hu

* Code is available at https://github.com/bl0/negative-margin.few-shot 

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Beyond Camera Motion Removing: How to Handle Outliers in Deblurring

Feb 24, 2020
Chenwei Yang, Meng Chang, Huajun Feng, Zhihai Xu, Qi Li


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Spatial-Adaptive Network for Single Image Denoising

Jan 28, 2020
Meng Chang, Qi Li, Huajun Feng, Zhihai Xu


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Dual affine moment invariants

Nov 19, 2019
You Hao, Hanlin Mo, Qi Li, He Zhang, Hua Li


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A3GAN: An Attribute-aware Attentive Generative Adversarial Network for Face Aging

Nov 15, 2019
Yunfan Liu, Qi Li, Zhenan Sun, Tieniu Tan


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Adversarial Example in Remote Sensing Image Recognition

Oct 29, 2019
Li Chen, Guowei Zhu, Qi Li, Haifeng Li

* 12 pages 

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HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories

Oct 16, 2019
Yu Zhang, Frank F. Xu, Sha Li, Yu Meng, Xuan Wang, Qi Li, Jiawei Han

* 10 pages; Accepted to ICDM 2019 

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Improving sample diversity of a pre-trained, class-conditional GAN by changing its class embeddings

Oct 10, 2019
Qi Li, Long Mai, Anh Nguyen

* Preprint 

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Improving Relation Extraction with Knowledge-attention

Oct 07, 2019
Pengfei Li, Kezhi Mao, Xuefeng Yang, Qi Li

* Accepted paper appearing at 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP) 

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Causality Extraction based on Self-Attentive BiLSTM-CRF with Transferred Embeddings

Apr 29, 2019
Zhaoning Li, Qi Li, Xiaotian Zou, Jiangtao Ren

* 36 pages, 9 figures, 5 tables 

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Age Progression and Regression with Spatial Attention Modules

Mar 06, 2019
Qi Li, Yunfan Liu, Zhenan Sun


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Adversarial Feature Genome: a Data Driven Adversarial Examples Recognition Method

Dec 25, 2018
Li Chen, Hailun Ding, Qi Li, Jiawei Zhu, Haozhe Huang, Yifan Chang, Haifeng Li

* 12 pages, 13 figures 

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Understanding the Importance of Single Directions via Representative Substitution

Dec 06, 2018
Li Chen, Hailun Ding, Qi Li, Zhuo Li, Jian Peng, Haifeng Li

* AAAI-19 Workshop on Network Interpretability for Deep Learning, 2019 
* 4 pages, 6 figures 

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Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects

Nov 28, 2018
Michael A. Alcorn, Qi Li, Zhitao Gong, Chengfei Wang, Long Mai, Wei-Shinn Ku, Anh Nguyen


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Electricity consumption forecasting method based on MPSO-BP neural network model

Oct 21, 2018
Youshan Zhang, Liangdong Guo, Qi Li, Junhui Li

* Proceedings of the 2016 4th International Conference On Electrical Electronics Engineering And Computer Science (ICEEECS 2016), 50:674-678, 2016 

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A Regressive Convolution Neural network and Support Vector Regression Model for Electricity Consumption Forecasting

Oct 21, 2018
Youshan Zhang, Qi Li

* Future of Information and Communications Conference (FICC) 2019 

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Finding Similar Medical Questions from Question Answering Websites

Oct 14, 2018
Yaliang Li, Liuyi Yao, Nan Du, Jing Gao, Qi Li, Chuishi Meng, Chenwei Zhang, Wei Fan


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Attribute Enhanced Face Aging with Wavelet-based Generative Adversarial Networks

Sep 18, 2018
Yunfan Liu, Qi Li, Zhenan Sun


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Differential and integral invariants under Mobius transformation

Aug 30, 2018
He Zhang, Hanlin Mo, You Hao, Qi Li, Hua Li


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