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Deep Learning Schema-based Event Extraction: Literature Review and Current Trends


Jul 22, 2021
Qian Li, Hao Peng, Jianxin Li, Yiming Hei, Rui Sun, Jiawei Sheng, Shu Guo, Lihong Wang, Philip S. Yu


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CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction


Jul 04, 2021
Jiawei Sheng, Shu Guo, Bowen Yu, Qian Li, Yiming Hei, Lihong Wang, Tingwen Liu, Hongbo Xu

* 11 pages, 2 figures 

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Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations


Jun 23, 2021
Qian Li, Hao Peng, Jianxin Li, Yuanxing Ning, Lihong Wang, Philip S. Yu, Zheng Wang


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CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography


Jun 10, 2021
Yang Deng, Ce Wang, Yuan Hui, Qian Li, Jun Li, Shiwei Luo, Mengke Sun, Quan Quan, Shuxin Yang, You Hao, Pengbo Liu, Honghu Xiao, Chunpeng Zhao, Xinbao Wu, S. Kevin Zhou


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Stochastic Intervention for Causal Inference via Reinforcement Learning


May 28, 2021
Tri Dung Duong, Qian Li, Guandong Xu

* Under review for Neurocomputiong. arXiv admin note: substantial text overlap with arXiv:2105.12898 

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Stochastic Intervention for Causal Effect Estimation


May 27, 2021
Tri Dung Duong, Qian Li, Guandong Xu

* Accepted in IJCNN 21 

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Be Causal: De-biasing Social Network Confounding in Recommendation


May 20, 2021
Qian Li, Xiangmeng Wang, Guandong Xu


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High Accuracy and Low Complexity Frequency Offset Estimation Based on All-Phase FFT for M-QAM Coherent Optical Systems


May 15, 2021
Qian Li

* 3 pages, 3 figures 

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Prototype-based Counterfactual Explanation for Causal Classification


May 06, 2021
Tri Dung Duong, Qian Li, Guandong Xu


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Question-Aware Memory Network for Multi-hop Question Answering in Human-Robot Interaction


Apr 27, 2021
Xinmeng Li, Mamoun Alazab, Qian Li, Keping Yu, Quanjun Yin

* 25 pages, 4 figures 

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Few-shot Continual Learning: a Brain-inspired Approach


Apr 19, 2021
Liyuan Wang, Qian Li, Yi Zhong, Jun Zhu


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A General Framework for Learning Prosodic-Enhanced Representation of Rap Lyrics


Mar 23, 2021
Hongru Liang, Haozheng Wang, Qian Li, Jun Wang, Guandong Xu, Jiawei Chen, Jin-Mao Wei, Zhenglu Yang


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Generalizable Limited-Angle CT Reconstruction via Sinogram Extrapolation


Mar 15, 2021
Ce Wang, Haimiao Zhang, Qian Li, Kun Shang, Yuanyuan Lyu, Bin Dong, S. Kevin. Zhou


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Video Face Recognition System: RetinaFace-mnet-faster and Secondary Search


Sep 29, 2020
Qian Li, Nan Guo, Xiaochun Ye, Dongrui Fan, Zhimin Tang

* Accepted by FICC(Future of Information and Communication Conference) 

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Leveraging Multi-level Dependency of Relational Sequences for Social Spammer Detection


Sep 14, 2020
Jun Yin, Qian Li, Shaowu Liu, Zhiang Wu, Guandong Xu


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A Survey on Text Classification: From Shallow to Deep Learning


Aug 04, 2020
Qian Li, Hao Peng, Jianxin Li, Congyin Xia, Renyu Yang, Lichao Sun, Philip S. Yu, Lifang He


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A Text Classification Survey: From Shallow to Deep Learning


Aug 02, 2020
Qian Li, Hao Peng, Jianxin Li, Congyin Xia, Renyu Yang, Lichao Sun, Philip S. Yu, Lifang He


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Top-Related Meta-Learning Method for Few-Shot Detection


Jul 27, 2020
Qian Li, Nan Guo, Duo Wang, Xiaochun Ye, Dongrui Fan, Zhimin Tang

* meta-learing,few-shot detection, category-based grouping mechanism 

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Learning Differential Diagnosis of Skin Conditions with Co-occurrence Supervision using Graph Convolutional Networks


Jul 13, 2020
Junyan Wu, Hao Jiang, Xiaowei Ding, Anudeep Konda, Jin Han, Yang Zhang, Qian Li


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Causality Learning: A New Perspective for Interpretable Machine Learning


Jun 27, 2020
Guandong Xu, Tri Dung Duong, Qian Li, Shaowu Liu, Xianzhi Wang

* 8 Pages 

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Stochastic Batch Augmentation with An Effective Distilled Dynamic Soft Label Regularizer


Jun 27, 2020
Qian Li, Qingyuan Hu, Yong Qi, Saiyu Qi, Jie Ma, Jian Zhang

* Accepted by IJCAI 2020. SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence) 

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Triaging moderate COVID-19 and other viral pneumonias from routine blood tests


May 13, 2020
Forrest Sheng Bao, Youbiao He, Jie Liu, Yuanfang Chen, Qian Li, Christina R. Zhang, Lei Han, Baoli Zhu, Yaorong Ge, Shi Chen, Ming Xu, Liu Ouyang


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U-Net Using Stacked Dilated Convolutions for Medical Image Segmentation


Apr 10, 2020
Shuhang Wang, Szu-Yeu Hu, Eugene Cheah, Xiaohong Wang, Jingchao Wang, Lei Chen, Masoud Baikpour, Arinc Ozturk, Qian Li, Shinn-Huey Chou, Constance D. Lehman, Viksit Kumar, Anthony Samir

* 8 pages MICCAI 

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Weakly Supervised Context Encoder using DICOM metadata in Ultrasound Imaging


Mar 20, 2020
Szu-Yeu Hu, Shuhang Wang, Wei-Hung Weng, JingChao Wang, XiaoHong Wang, Arinc Ozturk, Qian Li, Viksit Kumar, Anthony E. Samir

* Accept as a workshop paper at AI4AH, ICLR 2020 

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