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Qing Li

Tsinghua University

Tips and Tricks for Webly-Supervised Fine-Grained Recognition: Learning from the WebFG 2020 Challenge

Dec 29, 2020
Xiu-Shen Wei, Yu-Yan Xu, Yazhou Yao, Jia Wei, Si Xi, Wenyuan Xu, Weidong Zhang, Xiaoxin Lv, Dengpan Fu, Qing Li, Baoying Chen, Haojie Guo, Taolue Xue, Haipeng Jing, Zhiheng Wang, Tianming Zhang, Mingwen Zhang

* This is a technical report of the WebFG 2020 challenge (https://sites.google.com/view/webfg2020) associated with ACCV 2020 

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SMART: A Situation Model for Algebra Story Problems via Attributed Grammar

Dec 27, 2020
Yining Hong, Qing Li, Ran Gong, Daniel Ciao, Siyuan Huang, Song-Chun Zhu

* AAAI2021 

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Learning by Fixing: Solving Math Word Problems with Weak Supervision

Dec 19, 2020
Yining Hong, Qing Li, Daniel Ciao, Siyuan Haung, Song-Chun Zhu

* AAAI2021 

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Multi Scale Temporal Graph Networks For Skeleton-based Action Recognition

Dec 05, 2020
Tingwei Li, Ruiwen Zhang, Qing Li

* 2020,Computer Science & Information Technology (CS & IT) 

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Deep Learning based Monocular Depth Prediction: Datasets, Methods and Applications

Nov 09, 2020
Qing Li, Jiasong Zhu, Jun Liu, Rui Cao, Qingquan Li, Sen Jia, Guoping Qiu


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Suppressing Mislabeled Data via Grouping and Self-Attention

Oct 29, 2020
Xiaojiang Peng, Kai Wang, Zhaoyang Zeng, Qing Li, Jianfei Yang, Yu Qiao

* This is a novel noisy-robust learning method 

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MetaMix: Improved Meta-Learning with Interpolation-based Consistency Regularization

Oct 10, 2020
Yangbin Chen, Yun Ma, Tom Ko, Jianping Wang, Qing Li

* 8 pages, 3 figures, 3 tables. Accepted by 25th International Conference on Pattern Recognition (ICPR) 2020 

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A Competence-aware Curriculum for Visual Concepts Learning via Question Answering

Jul 03, 2020
Qing Li, Siyuan Huang, Yining Hong, Song-Chun Zhu

* ECCV 2020 Oral 

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MiniNet: An extremely lightweight convolutional neural network for real-time unsupervised monocular depth estimation

Jun 27, 2020
Jun Liu, Qing Li, Rui Cao, Wenming Tang, Guoping Qiu

* Volume 166, August 2020, Pages 255-267 

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PoseGAN: A Pose-to-Image Translation Framework for Camera Localization

Jun 23, 2020
Kanglin Liu, Qing Li, Guoping Qiu


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Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning

Jun 11, 2020
Qing Li, Siyuan Huang, Yining Hong, Yixin Chen, Ying Nian Wu, Song-Chun Zhu

* ICML 2020. Project page: https://liqing-ustc.github.io/NGS 

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Attacking Black-box Recommendations via Copying Cross-domain User Profiles

May 17, 2020
Wenqi Fan, Tyler Derr, Xiangyu Zhao, Yao Ma, Hui Liu, Jianping Wang, Jiliang Tang, Qing Li


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Incorporating Effective Global Information via Adaptive Gate Attention for Text Classification

Feb 22, 2020
Xianming Li, Zongxi Li, Yingbin Zhao, Haoran Xie, Qing Li


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Solving Cold Start Problem in Recommendation with Attribute Graph Neural Networks

Jan 21, 2020
Tieyun Qian, Yile Liang, Qing Li


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Point2Node: Correlation Learning of Dynamic-Node for Point Cloud Feature Modeling

Dec 23, 2019
Wenkai Han, Chenglu Wen, Cheng Wang, Xin Li, Qing Li

* AAAI2020(oral) 

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Learning Category Correlations for Multi-label Image Recognition with Graph Networks

Sep 28, 2019
Qing Li, Xiaojiang Peng, Yu Qiao, Qiang Peng

* 8 pages, 4 figures 

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Why Does a Visual Question Have Different Answers?

Aug 14, 2019
Nilavra Bhattacharya, Qing Li, Danna Gurari

* The IEEE International Conference on Computer Vision (ICCV) 2019 

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Product Image Recognition with Guidance Learning and Noisy Supervision

Jul 26, 2019
Qing Li, Xiaojiang Peng, Liangliang Cao, Wenbin Du, Hao Xing, Yu Qiao

* 10 pages 

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Deep Adversarial Social Recommendation

May 30, 2019
Wenqi Fan, Tyler Derr, Yao Ma, Jianping Wang, Jiliang Tang, Qing Li

* Accepted by International Joint Conference on Artificial Intelligence (IJCAI 2019) 

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Virtual Mixup Training for Unsupervised Domain Adaptation

May 24, 2019
Xudong Mao, Yun Ma, Zhenguo Yang, Yangbin Chen, Qing Li


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LO-Net: Deep Real-time Lidar Odometry

Apr 17, 2019
Qing Li, Shaoyang Chen, Cheng Wang, Xin Li, Chenglu Wen, Ming Cheng, Jonathan Li

* CVPR 2019 

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MMED: A Multi-domain and Multi-modality Event Dataset

Apr 09, 2019
Zhenguo Yang, Zehang Lin, Min Cheng, Qing Li, Wenyin Liu


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A Roadmap-Path Reshaping Algorithm for Real-Time Motion Planning

Feb 28, 2019
Chaoyi Sun, Qing Li, Li Li

* 10 figures, 3 tables 

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Graph Neural Networks for Social Recommendation

Feb 19, 2019
Wenqi Fan, Yao Ma, Qing Li, Yuan He, Eric Zhao, Jiliang Tang, Dawei Yin

* accepted by www2019 conference 

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Enhancing Remote Sensing Image Retrieval with Triplet Deep Metric Learning Network

Feb 15, 2019
Rui Cao, Qian Zhang, Jiasong Zhu, Qing Li, Qingquan Li, Bozhi Liu, Guoping Qiu

* 5 pages, 7 figures, 3 tables 

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Relative Geometry-Aware Siamese Neural Network for 6DOF Camera Relocalization

Jan 21, 2019
Qing Li, Jiasong Zhu, Rui Cao, Ke Sun, Jonathan M. Garibaldi, Qingquan Li, Bozhi Liu, Guoping Qiu


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Learning Shared Semantic Space with Correlation Alignment for Cross-modal Event Retrieval

Jan 15, 2019
Zhenguo Yang, Zehang Lin, Peipei Kang, Jianming Lv, Qing Li, Wenyin Liu

* 22 pages 

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