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Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast


Sep 01, 2021
Liang Wang, Wei Zhao, Jingming Liu

* Accepted to EMNLP 2021 main conference 

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Deep Contrastive Learning for Multi-View Network Embedding


Aug 16, 2021
Mengqi Zhang, Yanqiao Zhu, Shu Wu, Liang Wang

* Work in progress 

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Foreground-Action Consistency Network for Weakly Supervised Temporal Action Localization


Aug 14, 2021
Linjiang Huang, Liang Wang, Hongsheng Li

* Accepted by ICCV 2021. Code is available at https://github.com/LeonHLJ/FAC-Net 

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Fully Hyperbolic Graph Convolution Network for Recommendation


Aug 10, 2021
Liping Wang, Fenyu Hu, Shu Wu, Liang Wang

* Accepted by CIKM 2021 short paper track 

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Label-informed Graph Structure Learning for Node Classification


Aug 10, 2021
Liping Wang, Fenyu Hu, Shu Wu, Liang Wang

* Accepted by CIKM 2021 short paper track 

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Grain: Improving Data Efficiency of Graph Neural Networks via Diversified Influence Maximization


Jul 31, 2021
Wentao Zhang, Zhi Yang, Yexin Wang, Yu Shen, Yang Li, Liang Wang, Bin Cui

* 47th International Conference on Very Large Data Bases, VLDB 2021, PVLDB Volume 14, Issue 11 

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ROD: Reception-aware Online Distillation for Sparse Graphs


Jul 25, 2021
Wentao Zhang, Yuezihan Jiang, Yang Li, Zeang Sheng, Yu Shen, Xupeng Miao, Liang Wang, Zhi Yang, Bin Cui

* Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD-2021) 

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Neighbor-view Enhanced Model for Vision and Language Navigation


Jul 24, 2021
Dong An, Yuankai Qi, Yan Huang, Qi Wu, Liang Wang, Tieniu Tan


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Adaptive Dilated Convolution For Human Pose Estimation


Jul 22, 2021
Zhengxiong Luo, Zhicheng Wang, Yan Huang, Liang Wang, Tieniu Tan, Erjin Zhou


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Constructing Stronger and Faster Baselines for Skeleton-based Action Recognition


Jun 29, 2021
Yi-Fan Song, Zhang Zhang, Caifeng Shan, Liang Wang

* 15 pages, 12 tables, 10 figures, submitted to IEEE T-PAMI. arXiv admin note: text overlap with arXiv:2010.09978 

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Anomaly Detection in Dynamic Graphs via Transformer


Jun 18, 2021
Yixin Liu, Shirui Pan, Yu Guang Wang, Fei Xiong, Liang Wang, Vincent CS Lee

* 12 pages, 5 figures 

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CMF: Cascaded Multi-model Fusion for Referring Image Segmentation


Jun 16, 2021
Jianhua Yang, Yan Huang, Zhanyu Ma, Liang Wang

* Accepted by ICIP 2021 

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Representation and Correlation Enhanced Encoder-Decoder Framework for Scene Text Recognition


Jun 13, 2021
Mengmeng Cui, Wei Wang, Jinjin Zhang, Liang Wang

* 15 pages, 5 figures, 3 tables 

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Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images


May 25, 2021
Wentao Chen, Chenyang Si, Wei Wang, Liang Wang, Zilei Wang, Tieniu Tan

* Accepted by IJCAI 2021 

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End-to-end Alternating Optimization for Blind Super Resolution


May 14, 2021
Zhengxiong Luo, Yan Huang, Shang Li, Liang Wang, Tieniu Tan

* Submited to PAMI. arXiv admin note: substantial text overlap with arXiv:2010.02631 

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FDAN: Flow-guided Deformable Alignment Network for Video Super-Resolution


May 12, 2021
Jiayi Lin, Yan Huang, Liang Wang


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Temporal Modulation Network for Controllable Space-Time Video Super-Resolution


Apr 30, 2021
Gang Xu, Jun Xu, Zhen Li, Liang Wang, Xing Sun, Ming-Ming Cheng

* This paper is accepted at IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021 

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Learning Hamiltonian dynamics by reservoir computer


Apr 24, 2021
Han Zhang, Huawei Fan, Liang Wang, Xingang Wang

* 11 pages, 7 figures 

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Mining Latent Structures for Multimedia Recommendation


Apr 19, 2021
Jinghao Zhang, Yanqiao Zhu, Qiang Liu, Shu Wu, Shuhui Wang, Liang Wang

* Work in progress, 10 pages 

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Dynamic Graph Neural Networks for Sequential Recommendation


Apr 15, 2021
Mengqi Zhang, Shu Wu, Xueli Yu, Liang Wang

* Work in progress 

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DyGCN: Dynamic Graph Embedding with Graph Convolutional Network


Apr 07, 2021
Zeyu Cui, Zekun Li, Shu Wu, Xiaoyu Zhang, Qiang Liu, Liang Wang, Mengmeng Ai

* 21 pages, 5 figures, submitted to TOIS 

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Locate then Segment: A Strong Pipeline for Referring Image Segmentation


Mar 30, 2021
Ya Jing, Tao Kong, Wei Wang, Liang Wang, Lei Li, Tieniu Tan

* CVPR 2021 

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Learning Domain Invariant Representations for Generalizable Person Re-Identification


Mar 29, 2021
Yi-Fan Zhang, Hanlin Zhang, Zhang Zhang, Da Li, Zhen Jia, Liang Wang, Tieniu Tan


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Graph Classification by Mixture of Diverse Experts


Mar 29, 2021
Fenyu Hu, Liping Wang, Shu Wu, Liang Wang, Tieniu Tan


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Deep Graph Structure Learning for Robust Representations: A Survey


Mar 04, 2021
Yanqiao Zhu, Weizhi Xu, Jinghao Zhang, Qiang Liu, Shu Wu, Liang Wang

* 8 pages, in submission to IJCAI 2021 (Survey Track) 

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Graph-based Hierarchical Relevance Matching Signals for Ad-hoc Retrieval


Feb 22, 2021
Xueli Yu, Weizhi Xu, Zeyu Cui, Shu Wu, Liang Wang

* To appear at WWW 2021 

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A Graph-based Relevance Matching Model for Ad-hoc Retrieval


Jan 29, 2021
Yufeng Zhang, Jinghao Zhang, Zeyu Cui, Shu Wu, Liang Wang

* To appear at AAAI 2021 

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