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Music Plagiarism Detection via Bipartite Graph Matching


Jul 21, 2021
Tianyao He, Wenxuan Liu, Chen Gong, Junchi Yan, Ning Zhang


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Melody Structure Transfer Network: Generating Music with Separable Self-Attention


Jul 21, 2021
Ning Zhang, Junchi Yan


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Enabling Long-Term Cooperation in Cross-Silo Federated Learning: A Repeated Game Perspective


Jun 22, 2021
Ning Zhang, Qian Ma, Xu Chen


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Deriving Autism Spectrum Disorder Functional Networks from RS-FMRI Data using Group ICA and Dictionary Learning


Jun 07, 2021
Xin Yang, Ning Zhang, Donglin Wang

* Conference 

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AI-Native Network Slicing for 6G Networks


May 18, 2021
Wen Wu, Conghao Zhou, Mushu Li, Huaqing Wu, Haibo Zhou, Ning Zhang, Xuemin, Shen, Weihua Zhuang


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Connecting What to Say With Where to Look by Modeling Human Attention Traces


May 12, 2021
Zihang Meng, Licheng Yu, Ning Zhang, Tamara Berg, Babak Damavandi, Vikas Singh, Amy Bearman


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LoRa Backscatter Assisted State Estimator for Micro Aerial Vehicles with Online Initialization


Mar 05, 2021
Shengkai Zhang, Wei Wang, Ning Zhang, Tao Jiang

* arXiv admin note: text overlap with arXiv:1912.08655 

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Newtonalized Orthogonal Matching Pursuit for Linear Frequency Modulated Pulse Frequency Agile Radar


Jan 29, 2021
Jiang Zhu, Honghui Guo, Ning Zhang, Chunyi Song, Zhiwei Xu


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Performance Analysis for Cache-enabled Cellular Networks with Cooperative Transmission


Jan 22, 2021
Tianming Feng, Shuo Shi, Shushi Gu, Ning Zhang, Wei Xiang, Xuemai Gu

* arXiv admin note: text overlap with arXiv:2101.08669 

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Spinal Codes Optimization: Error Probability Analysis and Transmission Scheme Design


Jan 20, 2021
Aimin Li, Shaohua Wu, Jian Jiao, Ning Zhang, Qinyu Zhang


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Binary Black-box Evasion Attacks Against Deep Learning-based Static Malware Detectors with Adversarial Byte-Level Language Model


Dec 14, 2020
Mohammadreza Ebrahimi, Ning Zhang, James Hu, Muhammad Taqi Raza, Hsinchun Chen

* AAAI Conference on Artificial Intelligence, Workshop on Robust, Secure, and Efficient Machine Learning (RSEML), February 2-9, 2021 
* Accepted in 35th AAAI Conference on Artificial Intelligence, Workshop on Robust, Secure, and Efficient Machine Learning (RSEML) 

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DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing


Aug 19, 2020
Qiang Liu, Tao Han, Ning Zhang, Ye Wang

* Accepted by Globecom 2020 

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Computation Offloading in Beyond 5G Networks: A Distributed Learning Framework and Applications


Jul 15, 2020
Xianfu Chen, Celimuge Wu, Zhi Liu, Ning Zhang, Yusheng Ji


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Robust Visual Object Tracking with Two-Stream Residual Convolutional Networks


May 13, 2020
Ning Zhang, Jingen Liu, Ke Wang, Dan Zeng, Tao Mei


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DeepEDN: A Deep Learning-based Image Encryption and Decryption Network for Internet of Medical Things


May 05, 2020
Yi Ding, Guozheng Wu, Dajiang Chen, Ning Zhang, Linpeng Gong, Mingsheng Cao, Zhiguang Qin


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Sparse Oblique Decision Tree for Power System Security Rules Extraction and Embedding


Apr 20, 2020
Qingchun Hou, Ning Zhang, Daniel S. Kirschen, Ershun Du, Yaohua Cheng, Chongqing Kang

* 8 pages, 6 figures 

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A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images using Inaccurate Annotations


Apr 20, 2020
Ning Zhang, Susan Francis, Rayaz Malik, Xin Chen

* 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI 2020) 
* 4 pages, accepted for publication at IEEE International Symposium on Biomedical Imaging (ISBI) 2020 

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3D Aggregated Faster R-CNN for General Lesion Detection


Jan 29, 2020
Ning Zhang, Yu Cao, Benyuan Liu, Yan Luo


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RF Backscatter-based State Estimation for Micro Aerial Vehicles


Dec 19, 2019
Shengkai Zhang, Wei Wang, Ning Zhang, Tao Jiang

* To appear at IEEE INFOCOM 2020 

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Mini Lesions Detection on Diabetic Retinopathy Images via Large Scale CNN Features


Nov 19, 2019
Qilei Chen, Xinzi Sun, Ning Zhang, Yu Cao, Benyuan Liu

* diabetic retinopathy, mini lesion detection, FPN 

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Bounding Data-driven Model Errors in Power Grid Analysis


Oct 30, 2019
Yuxiao Liu, Bolun Xu, Audun Botterud, Ning Zhang, Chongqing Kang

* 8 pages, 6 fugures 

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AFP-Net: Realtime Anchor-Free Polyp Detection in Colonoscopy


Sep 26, 2019
Dechun Wang, Ning Zhang, Xinzi Sun, Pengfei Zhang, Chenxi Zhang, Yu Cao, Benyuan Liu


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Fast mmwave Beam Alignment via Correlated Bandit Learning


Sep 07, 2019
Wen Wu, Nan Cheng, Ning Zhang, Peng Yang, Weihua Zhuang, Xuemin, Shen

* Accepted by IEEE Transactions on Wireless Communications. In this article, we propose a learning-based fast beam alignment algorithm to reduce beam alignment latency 

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3D Anchor-Free Lesion Detector on Computed Tomography Scans


Aug 29, 2019
Ning Zhang, Dechun Wang, Xinzi Sun, Pengfei Zhang, Chenxi Zhang, Yu Cao, Benyuan Liu


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Dynamic Kernel Distillation for Efficient Pose Estimation in Videos


Aug 24, 2019
Xuecheng Nie, Yuncheng Li, Linjie Luo, Ning Zhang, Jiashi Feng

* To appear in ICCV 2019 

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