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Graph Neural Networks with Haar Transform-Based Convolution and Pooling: A Complete Guide

Jul 22, 2020
Xuebin Zheng, Bingxin Zhou, Ming Li, Yu Guang Wang, Junbin Gao

* 12 pages, 6 figures, 5 tables 

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Prediction of the onset of cardiovascular diseases from electronic health records using multi-task gated recurrent units

Jul 16, 2020
Fernando Andreotti, Frank S. Heldt, Basel Abu-Jamous, Ming Li, Avelino Javer, Oliver Carr, Stojan Jovanovic, Nadezda Lipunova, Benjamin Irving, Rabia T. Khan, Robert Dürichen

* 5 pages, 2 figures, 2 tables, submitted at Healthcare Systems, Population Health, and the Role of Health-Tech - ICML 2020 

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Path Integral Based Convolution and Pooling for Graph Neural Networks

Jul 08, 2020
Zheng Ma, Junyu Xuan, Yu Guang Wang, Ming Li, Pietro Lio

* 15 pages, 4 figures, 6 tables. arXiv admin note: text overlap with arXiv:1904.10996 

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MSA-MIL: A deep residual multiple instance learning model based on multi-scale annotation for classification and visualization of glomerular spikes

Jul 02, 2020
Yilin Chen, Ming Li, Yongfei Wu, Xueyu Liu, Fang Hao, Daoxiang Zhou, Xiaoshuang Zhou, Chen Wang

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TreeRNN: Topology-Preserving Deep GraphEmbedding and Learning

Jun 21, 2020
Yecheng Lyu, Ming Li, Xinming Huang, Ziming Zhang

* 10 pages 

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Learning to Utilize Correlated Auxiliary Classical or Quantum Noise

Jun 08, 2020
Aida Ahmadzadegan, Petar Simidzija, Ming Li, Achim Kempf

* 11 pages, 3 figures 

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Acoustic Word Embedding System for Code-Switching Query-by-example Spoken Term Detection

May 24, 2020
Murong Ma, Haiwei Wu, Xuyang Wang, Lin Yang, Junjie Wang, Ming Li

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Cross-lingual Multispeaker Text-to-Speech under Limited-Data Scenario

May 21, 2020
Zexin Cai, Yaogen Yang, Ming Li

* in preparation for Neural Networks journal Special issue on Advances in Deep Learning Based Speech Processing 

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Domain Aware Training for Far-field Small-footprint Keyword Spotting

May 16, 2020
Haiwei Wu, Yan Jia, Yuanfei Nie, Ming Li

* Submitted to INTERSPEECH 2020 

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From Speaker Verification to Multispeaker Speech Synthesis, Deep Transfer with Feedback Constraint

May 15, 2020
Zexin Cai, Chuxiong Zhang, Ming Li

* Submitted to INTERSPEECH 2020 

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Mutli-task Learning with Alignment Loss for Far-field Small-Footprint Keyword Spotting

May 07, 2020
Haiwei Wu, Yan Jia, Yuanfei Nie, Ming Li

* Submitted to INTERSPEECH 2020 

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SegaBERT: Pre-training of Segment-aware BERT for Language Understanding

Apr 30, 2020
He Bai, Peng Shi, Jimmy Lin, Luchen Tan, Kun Xiong, Wen Gao, Ming Li

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Semantics of the Unwritten

Apr 05, 2020
He Bai, Peng Shi, Jimmy Lin, Luchen Tan, Kun Xiong, Wen Gao, Jie Liu, Ming Li

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DIHARD II is Still Hard: Experimental Results and Discussions from the DKU-LENOVO Team

Feb 23, 2020
Qingjian Lin, Weicheng Cai, Lin Yang, Junjie Wang, Jun Zhang, Ming Li

* Submitted to Odyssesy 2020 

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Diversity-Achieving Slow-DropBlock Network for Person Re-Identification

Feb 09, 2020
Xiaofu Wu, Ben Xie, Shiliang Zhao, Suofei Zhang, Yong Xiao, Ming Li

* submitted to IEEE TMM for possible publication. arXiv admin note: substantial text overlap with arXiv:2001.07442 

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GhostImage: Perception Domain Attacks against Vision-based Object Classification Systems

Jan 21, 2020
Yanmao Man, Ming Li, Ryan Gerdes

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Learning Diverse Features with Part-Level Resolution for Person Re-Identification

Jan 21, 2020
Ben Xie, Xiaofu Wu, Suofei Zhang, Shiliang Zhao, Ming Li

* 8 pages, 5 figures, submitted to IEEE TCSVT 

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Deep Time-Stream Framework for Click-Through Rate Prediction by Tracking Interest Evolution

Jan 08, 2020
Shu-Ting Shi, Wenhao Zheng, Jun Tang, Qing-Guo Chen, Yao Hu, Jianke Zhu, Ming Li

* AAAI 2020 
* 8 pages. arXiv admin note: text overlap with arXiv:1809.03672 by other authors 

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RWF-2000: An Open Large Scale Video Database for Violence Detection

Nov 14, 2019
Ming Cheng, Kunjing Cai, Ming Li

* Submitted to ICASSP 2020 

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Variational Quantum Algorithms for Dimensionality Reduction and Classification

Oct 27, 2019
Jin-Min Liang, Shu-Qian Shen, Ming Li, Lei Li

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TF-Attention-Net: An End To End Neural Network For Singing Voice Separation

Oct 24, 2019
Tingle Li, Jiawei Chen, Haowen Hou, Ming Li

* 5 pages, 5 figures, submitted to ICASSP 2020 for review 

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Parameter Constrained Transfer Learning for Low Dose PET Image Denoising

Oct 13, 2019
Yu Gong, Yueyang Teng, Hongming Shan, Taohui Xiao, Ming Li, Guodong Liang, Ge Wang, Shanshan Wang

* 10 pages and 12 figures 

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A Self-Attentional Neural Architecture for Code Completion with Multi-Task Learning

Oct 12, 2019
Fang Liu, Ge Li, Bolin Wei, Xin Xia, Ming Li, Zhiyi Fu, Zhi Jin

* There are some errors on Table 3, we need some time to get the correct values 

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Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network

Sep 29, 2019
Yice Cao, Yan Wu, Peng Zhang, Wenkai Liang, Ming Li

* 17 pages, 12 figures, first submission on May 20th, 2019 

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HaarPooling: Graph Pooling with Compressive Haar Basis

Sep 25, 2019
Yu Guang Wang, Ming Li, Zheng Ma, Guido Montufar, Xiaosheng Zhuang, Yanan Fan

* 16 pages, 5 figures, 4 tables 

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Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data

Sep 23, 2019
Hamidreza Shahidi, Ming Li, Jimmy Lin

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