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Qi Li

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

Truncation-Free Matching System for Display Advertising at Alibaba

Feb 18, 2021
Jin Li, Jie Liu, Shangzhou Li, Yao Xu, Ran Cao, Qi Li, Biye Jiang, Guan Wang, Han Zhu, Kun Gai, Xiaoqiang Zhu

* 9 pages, 3 figures. Submitted to KDD 2021 Applied Data Science track 

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Data Poisoning Attacks and Defenses to Crowdsourcing Systems

Feb 18, 2021
Minghong Fang, Minghao Sun, Qi Li, Neil Zhenqiang Gong, Jin Tian, Jia Liu

* To appear in the Web Conference 2021 (WWW '21) 

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Detecting Localized Adversarial Examples: A Generic Approach using Critical Region Analysis

Feb 14, 2021
Fengting Li, Xuankai Liu, Xiaoli Zhang, Qi Li, Kun Sun, Kang Li


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Data Poisoning Attacks to Deep Learning Based Recommender Systems

Jan 08, 2021
Hai Huang, Jiaming Mu, Neil Zhenqiang Gong, Qi Li, Bin Liu, Mingwei Xu

* To appear in NDSS 2021 

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Automatic Historical Feature Generation through Tree-based Method in Ads Prediction

Dec 31, 2020
Hongjian Wang, Qi Li, Lanbo Zhang, Yue Lu, Steven Yoo, Srinivas Vadrevu, Zhenhui Li

* 7 pages, KDD'19 AutoML Workshop 

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Robust Attacks on Deep Learning Face Recognition in the Physical World

Nov 27, 2020
Meng Shen, Hao Yu, Liehuang Zhu, Ke Xu, Qi Li, Xiaojiang Du


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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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