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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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Focal and Efficient IOU Loss for Accurate Bounding Box Regression


Jan 20, 2021
Yi-Fan Zhang, Weiqiang Ren, Zhang Zhang, Zhen Jia, Liang Wang, Tieniu Tan


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Disentangled Self-Attentive Neural Networks for Click-Through Rate Prediction


Jan 11, 2021
Yanqiao Zhu, Yichen Xu, Feng Yu, Qiang Liu, Shu Wu, Liang Wang

* 11 pages, work in progress 

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Dynamic Graph Collaborative Filtering


Jan 08, 2021
Xiaohan Li, Mengqi Zhang, Shu Wu, Zheng Liu, Liang Wang, Philip S. Yu

* ICDM 2020 Regular paper 

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Global2Local: Efficient Structure Search for Video Action Segmentation


Jan 04, 2021
Shang-Hua Gao, Qi Han, Zhong-Yu Li, Pai Peng, Liang Wang, Ming-Ming Cheng


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Towards Playing Full MOBA Games with Deep Reinforcement Learning


Dec 31, 2020
Deheng Ye, Guibin Chen, Wen Zhang, Sheng Chen, Bo Yuan, Bo Liu, Jia Chen, Zhao Liu, Fuhao Qiu, Hongsheng Yu, Yinyuting Yin, Bei Shi, Liang Wang, Tengfei Shi, Qiang Fu, Wei Yang, Lanxiao Huang, Wei Liu

* NeurIPS 2020 

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Efficient Human Pose Estimation by Learning Deeply Aggregated Representations


Dec 15, 2020
Zhengxiong Luo, Zhicheng Wang, Yuanhao Cai, Guanan Wang, Yan Huang, Liang Wang, Erjin Zhou, Tieniu Tan, Jian Sun


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Duality-Gated Mutual Condition Network for RGBT Tracking


Nov 30, 2020
Andong Lu, Cun Qian, Chenglong Li, Jin Tang, Liang Wang


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Supervised Learning Achieves Human-Level Performance in MOBA Games: A Case Study of Honor of Kings


Nov 25, 2020
Deheng Ye, Guibin Chen, Peilin Zhao, Fuhao Qiu, Bo Yuan, Wen Zhang, Sheng Chen, Mingfei Sun, Xiaoqian Li, Siqin Li, Jing Liang, Zhenjie Lian, Bei Shi, Liang Wang, Tengfei Shi, Qiang Fu, Wei Yang, Lanxiao Huang

* IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 

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Heterogeneous Graph Collaborative Filtering


Nov 18, 2020
Zekun Li, Yujia Zheng, Shu Wu, Xiaoyu Zhang, Liang Wang


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