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Mining Fine-grained Semantics via Graph Neural Networks for Evidence-based Fake News Detection


Jan 18, 2022
Weizhi Xu, Junfei Wu, Qiang Liu, Shu Wu, Liang Wang

* Accepted by TheWebConf 2022 

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Incremental Cross-view Mutual Distillation for Self-supervised Medical CT Synthesis


Dec 20, 2021
Chaowei Fang, Liang Wang, Dingwen Zhang, Jun Xu, Yixuan Yuan, Junwei Han


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Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules


Dec 16, 2021
Wen Zhang, Shumin Deng, Mingyang Chen, Liang Wang, Qiang Chen, Feiyu Xiong, Xiangwen Liu, Huajun Chen

* Accepted at IJCKG2021 

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Animal Behavior Classification via Accelerometry Data and Recurrent Neural Networks


Nov 24, 2021
Liang Wang, Reza Arablouei, Flavio A. P. Alvarenga, Greg J. Bishop-Hurley


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Animal Behavior Classification via Deep Learning on Embedded Systems


Nov 24, 2021
Reza Arablouei, Liang Wang, Lachlan Currie, Flavio A. P. Alvarenga, Greg J. Bishop-Hurley


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Long-Term CSI-based Design for RIS-Aided Multiuser MISO Systems Exploiting Deep Reinforcement Learning


Nov 24, 2021
Hong Ren, Cunhua Pan, Liang Wang, Zhoubing Kou, Kezhi Wang

* Under revision in IEEE journal. Keywords: Reconfigurable intelligent surface (RIS), intelligent reflecting surface (IRS) 

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Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action Recognition


Nov 22, 2021
Peng Wang, Jun Wen, Chenyang Si, Yuntao Qian, Liang Wang


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FakeTransformer: Exposing Face Forgery From Spatial-Temporal Representation Modeled By Facial Pixel Variations


Nov 15, 2021
Yuyang Sun, Zhiyong Zhang, Changzhen Qiu, Liang Wang, Zekai Wang


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Latent Structures Mining with Contrastive Modality Fusion for Multimedia Recommendation


Nov 01, 2021
Jinghao Zhang, Yanqiao Zhu, Qiang Liu, Mengqi Zhang, Shu Wu, Liang Wang

* 12 pages; in submission to IEEE TKDE. arXiv admin note: substantial text overlap with arXiv:2104.09036 

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Learning Diverse Policies in MOBA Games via Macro-Goals


Oct 27, 2021
Yiming Gao, Bei Shi, Xueying Du, Liang Wang, Guangwei Chen, Zhenjie Lian, Fuhao Qiu, Guoan Han, Weixuan Wang, Deheng Ye, Qiang Fu, Wei Yang, Lanxiao Huang

* Accepted at NeurIPS 2021 

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Relation-aware Heterogeneous Graph for User Profiling


Oct 14, 2021
Qilong Yan, Yufeng Zhang, Qiang Liu, Shu Wu, Liang Wang

* CIKM2021 Accepted 

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Deviance Matrix Factorization


Oct 12, 2021
Liang Wang, Luis Carvalho


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Learning-Based Path Planning for Long-Range Autonomous Valet Parking


Sep 23, 2021
Muhammad Khalid, Liang Wang, Kezhi Wang, Cunhua Pan, Nauman Aslam, Yue Cao

* 6 Figures, 1 Table 

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Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks


Sep 22, 2021
Chin-Chia Michael Yeh, Zhongfang Zhuang, Junpeng Wang, Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang

* 10 pages 

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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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