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KIT Bus: A Shuttle Model for CARLA Simulator


Jun 17, 2021
Yusheng Xiang, Shuo Wang, Tianqing Su, Jun Li, Samuel S. Mao, Marcus Geimer

* 6 pages, 12 figures 

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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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IPS300+: a Challenging Multimodal Dataset for Intersection Perception System


Jun 05, 2021
Huanan Wang, Xinyu Zhang, Jun Li, Zhiwei Li, Lei Yang, Shuyue Pan, Yongqiang Deng


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Federated Learning for Industrial Internet of Things in Future Industries


May 31, 2021
Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana, Aruna Seneviratne, Jun Li, Dusit Niyato, H. Vincent Poor

* Accepted at IEEE Wireless Communications Magazine 

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An Extension of BIM Using AI: a Multi Working-Machines Pathfinding Solution


May 14, 2021
Yusheng Xiang, Kailun Liu, Tianqing Su, Jun Li, Shirui Ouyang, Samuel S. Mao, Marcus Geimer

* 17 pages, 12 figures 

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Fast Ambiguous DOA Elimination Method of DOA Measurement for Hybrid Massive MIMO Receiver


May 14, 2021
Nuo Chen, Xinyi Jiang, Baihua Shi, Yin Teng, Jinhui Lu, Feng Shu, Jun Zou, Jun Li, Jiangzhou Wang


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Robust Beamforming Design and Time Allocation for IRS-assisted Wireless Powered Communication Networks


May 13, 2021
Zhendong Li, Wen Chen, Qingqing Wu, Huanqing Cao, Kunlun Wang, Jun Li


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Federated Learning with Unreliable Clients: Performance Analysis and Mechanism Design


May 10, 2021
Chuan Ma, Jun Li, Ming Ding, Kang Wei, Wen Chen, H. Vincent Poor


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Lite-FPN for Keypoint-based Monocular 3D Object Detection


May 01, 2021
Lei Yang, Xinyu Zhang, Li Wang, Minghan Zhu, Jun Li

* 10 pages, 4 figures 

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A lightweight deep learning based cloud detection method for Sentinel-2A imagery fusing multi-scale spectral and spatial features


Apr 29, 2021
Jun Li, Zhaocong Wu, Zhongwen Hu, Canliang Jian, Shaojie Luo, Lichao Mou, Xiao Xiang Zhu, Matthieu Molinier


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ASPCNet: A Deep Adaptive Spatial Pattern Capsule Network for Hyperspectral Image Classification


Apr 25, 2021
Jinping Wang, Xiaojun Tan, Jianhuang Lai, Jun Li, Canqun Xiang


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Federated Learning for Internet of Things: A Comprehensive Survey


Apr 16, 2021
Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana, Aruna Seneviratne, Jun Li, H. Vincent Poor

* Accepted at the IEEE Communications Surveys & Tutorials, 37 pages 

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Action Shuffle Alternating Learning for Unsupervised Action Segmentation


Apr 05, 2021
Jun Li, Sinisa Todorovic

* CVPR 2021 

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Anchor-Constrained Viterbi for Set-Supervised Action Segmentation


Apr 05, 2021
Jun Li, Sinisa Todorovic

* CVPR 2021 

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Cross-Validated Tuning of Shrinkage Factors for MVDR Beamforming Based on Regularized Covariance Matrix Estimation


Apr 05, 2021
Lei Xie, Zishu He, Jun Tong, Jun Li, Jiangtao Xi

* To be submitted to the IEEE or Elsevier for possible publication 

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Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges


Apr 05, 2021
Dinh C. Nguyen, Ming Ding, Quoc-Viet Pham, Pubudu N. Pathirana, Long Bao Le, Aruna Seneviratne, Jun Li, Dusit Niyato, H. Vincent Poor

* Accepted at the IEEE Internet of Things Journal, 19 pages 

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Potential Convolution: Embedding Point Clouds into Potential Fields


Apr 05, 2021
Dengsheng Chen, Haowen Deng, Jun Li, Duo Li, Yao Duan, Kai Xu


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Regularized Estimation of Kronecker-Structured Covariance Matrix


Mar 25, 2021
Lei Xie, Zishu He, Jun Tong, Tianle Liu, Jun Li, Jiangtao Xi

* To be submitted to the IEEE or Elsevier for possible publication 

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A novel multimodal fusion network based on a joint coding model for lane line segmentation


Mar 20, 2021
Zhenhong Zou, Xinyu Zhang, Huaping Liu, Zhiwei Li, Amir Hussain, Jun Li


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Regularized Estimation of Kronecker-Structured Covariance Matrix With Applications to Polarization Space-Time Adaptive Processing


Mar 17, 2021
Lei Xie, Zishu He, Jun Tong, Tianle Liu, Jun Li, Jiangtao Xi

* To be submitted to the IEEE for possible publication 

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S-AT GCN: Spatial-Attention Graph Convolution Network based Feature Enhancement for 3D Object Detection


Mar 15, 2021
Li Wang, Chenfei Wang, Xinyu Zhang, Tianwei Lan, Jun Li


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Multi-Pretext Attention Network for Few-shot Learning with Self-supervision


Mar 10, 2021
Hainan Li, Renshuai Tao, Jun Li, Haotong Qin, Yifu Ding, Shuo Wang, Xianglong Liu


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Effects of Number of Filters of Convolutional Layers on Speech Recognition Model Accuracy


Feb 03, 2021
James Mou, Jun Li

* 8 pages, 9 figures, 3 tables, to be published in the Proc. of the 19th IEEE International Conference on Machine Learning and Applications, Page 971-978, 2020. DOI 10.1109/ICMLA51294.2020.00158. \c{opyright} 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, including reprinting/republishing this material for advertising purposes 

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Covert Model Poisoning Against Federated Learning: Algorithm Design and Optimization


Jan 28, 2021
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Yo-Seb Jeon, H. Vincent Poor


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Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation


Jan 18, 2021
Jun Li, Yumeng Shao, Kang Wei, Ming Ding, Chuan Ma, Long Shi, Zhu Han, H. Vincent Poor


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Deep Learning to Segment Pelvic Bones: Large-scale CT Datasets and Baseline Models


Dec 16, 2020
Pengbo Liu, Hu Han, Yuanqi Du, Heqin Zhu, Yinhao Li, Feng Gu, Honghu Xiao, Jun Li, Chunpeng Zhao, Li Xiao, Xinbao Wu, S. Kevin Zhou


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Blockchain Assisted Decentralized Federated Learning (BLADE-FL) with Lazy Clients


Dec 02, 2020
Jun Li, Yumeng Shao, Ming Ding, Chuan Ma, Kang Wei, Zhu Han, H. Vincent Poor


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Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection


Nov 25, 2020
Xiang Li, Wenhai Wang, Xiaolin Hu, Jun Li, Jinhui Tang, Jian Yang


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Reconstruction of Quantitative Susceptibility Maps from Phase of Susceptibility Weighted Imaging with Cross-Connected Ψ-Net


Oct 14, 2020
Zhiyang Lu, Jun Li, Zheng Li, Hongjian He, Jun Shi


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