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Counteracting Dark Web Text-Based CAPTCHA with Generative Adversarial Learning for Proactive Cyber Threat Intelligence

Jan 14, 2022
Ning Zhang, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen

* Accepted by ACM Transactions on Management Information Systems 

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Smart Director: An Event-Driven Directing System for Live Broadcasting

Jan 11, 2022
Yingwei Pan, Yue Chen, Qian Bao, Ning Zhang, Ting Yao, Jingen Liu, Tao Mei

* ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) 

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D3PG: Dirichlet DDGP for Task Partitioning and Offloading with Constrained Hybrid Action Space in Mobile Edge Computing

Dec 17, 2021
Laha Ale, Scott A. King, Ning Zhang, Abdul Rahman Sattar, Janahan Skandaraniyam

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PROVES: Establishing Image Provenance using Semantic Signatures

Oct 21, 2021
Mingyang Xie, Manav Kulshrestha, Shaojie Wang, Jinghan Yang, Ayan Chakrabarti, Ning Zhang, Yevgeniy Vorobeychik

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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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