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Robust Semi-supervised Federated Learning for Images Automatic Recognition in Internet of Drones

Jan 03, 2022
Zhe Zhang, Shiyao Ma, Zhaohui Yang, Zehui Xiong, Jiawen Kang, Yi Wu, Kejia Zhang, Dusit Niyato

* arXiv admin note: text overlap with arXiv:2110.13388 

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Multi-View Stereo with Transformer

Dec 01, 2021
Jie Zhu, Bo Peng, Wanqing Li, Haifeng Shen, Zhe Zhang, Jianjun Lei

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Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design

Oct 26, 2021
Zhe Zhang, Shiyao Ma, Jiangtian Nie, Yi Wu, Qiang Yan, Xiaoke Xu, Dusit Niyato

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The First Airborne Experiment of Sparse Microwave Imaging: Prototype System Design and Result Analysis

Oct 20, 2021
Zhe Zhang, Bingchen Zhang, Chenglong Jiang, Xingdong Liang, Longyong Chen, Wen Hong, Yirong Wu

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Feasibility study of urban flood mapping using traffic signs for route optimization

Sep 24, 2021
Bahareh Alizadeh, Diya Li, Zhe Zhang, Amir H. Behzadan

* URL: 

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End-to-End Spoken Language Understanding using RNN-Transducer ASR

Jul 08, 2021
Anirudh Raju, Gautam Tiwari, Milind Rao, Pranav Dheram, Bryan Anderson, Zhe Zhang, Bach Bui, Ariya Rastrow

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Dual-Modality Vehicle Anomaly Detection via Bilateral Trajectory Tracing

Jun 09, 2021
Jingyuan Chen, Guanchen Ding, Yuchen Yang, Wenwei Han, Kangmin Xu, Tianyi Gao, Zhe Zhang, Wanping Ouyang, Hao Cai, Zhenzhong Chen

* 9 pages, 5 figures, accepted to CVPRW 2021 

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BlockGNN: Towards Efficient GNN Acceleration Using Block-Circulant Weight Matrices

Apr 13, 2021
Zhe Zhou, Bizhao Shi, Zhe Zhang, Yijin Guan, Guangyu Sun, Guojie Luo

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High-Dimensional Differentially-Private EM Algorithm: Methods and Near-Optimal Statistical Guarantees

Apr 01, 2021
Zhe Zhang, Linjun Zhang

* 45 pages, 3 figures 

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Subspace-based compressive sensing algorithm for raypath separation in a shallow-water waveguide

Mar 26, 2021
Longyu Jiang, Zhe Zhang, Rui Jin, Xiao Zhou, Philippe Roux

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Inheritance-guided Hierarchical Assignment for Clinical Automatic Diagnosis

Jan 27, 2021
Yichao Du, Pengfei Luo, Xudong Hong, Tong Xu, Zhe Zhang, Chao Ren, Yi Zheng, Enhong Chen

* 17 pages, 5 figures, DASFAA 2021 

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Improving Physical Layer Security for Reconfigurable Intelligent Surface aided NOMA 6G Networks

Jan 18, 2021
Zhe Zhang, Chensi Zhang, Chengjun Jiang, Fan Jia, Jianhua Ge, Fengkui Gong

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MöbiusE: Knowledge Graph Embedding on Möbius Ring

Jan 07, 2021
Yao Chen, Jiangang Liu, Zhe Zhang, Shiping Wen, Wenjun Xiong

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Stabilizing Q Learning Via Soft Mellowmax Operator

Dec 18, 2020
Yaozhong Gan, Zhe Zhang, Xiaoyang Tan

* 14 pages 

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Optimal Algorithms for Convex Nested Stochastic Composite Optimization

Nov 29, 2020
Zhe Zhang, Guanghui Lan

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Efficient Construction of Nonlinear Models overNormalized Data

Nov 23, 2020
Zhaoyue Chen, Nick Koudas, Zhe Zhang, Xiaohui Yu

* Accepted at IEEE International Conference on Data Engineering (ICDE 2021) 

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AdaFuse: Adaptive Multiview Fusion for Accurate Human Pose Estimation in the Wild

Oct 26, 2020
Zhe Zhang, Chunyu Wang, Weichao Qiu, Wenhu Qin, Wenjun Zeng

* Accepted by IJCV 

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Would You Like Sashimi Even If It's Sliced Too Thin? Selective Neural Attention for Aspect Targeted Sentiment Analysis (SNAT)

Apr 27, 2020
Zhe Zhang, Chung-Wei Hang, Munindar P. Singh

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Fusing Wearable IMUs with Multi-View Images for Human Pose Estimation: A Geometric Approach

Apr 10, 2020
Zhe Zhang, Chunyu Wang, Wenhu Qin, Wenjun Zeng

* Accepted by CVPR 2020. Code is released at 

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3dDepthNet: Point Cloud Guided Depth Completion Network for Sparse Depth and Single Color Image

Mar 20, 2020
Rui Xiang, Feng Zheng, Huapeng Su, Zhe Zhang

* 8 pages, 10 figures and 4 tables 

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Simple and Lightweight Human Pose Estimation

Nov 23, 2019
Zhe Zhang, Jie Tang, Gangshan Wu

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Leveraging Structural and Semantic Correspondence for Attribute-Oriented Aspect Sentiment Discovery

Aug 28, 2019
Zhe Zhang, Munindar P. Singh

* EMNLP 2019 

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TonY: An Orchestrator for Distributed Machine Learning Jobs

Mar 24, 2019
Anthony Hsu, Keqiu Hu, Jonathan Hung, Arun Suresh, Zhe Zhang

* 2 pages, to be published in OpML '19 

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Trifo-VIO: Robust and Efficient Stereo Visual Inertial Odometry using Points and Lines

Sep 18, 2018
Feng Zheng, Grace Tsai, Zhe Zhang, Shaoshan Liu, Chen-Chi Chu, Hongbing Hu

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PIRT: A Runtime Framework to Enable Energy-Efficient Real-Time Robotic Applications on Heterogeneous Architectures

Feb 23, 2018
Liu Liu, Shaoshan Liu, Zhe Zhang, Bo Yu, Jie Tang, Yuan Xie

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PIRVS: An Advanced Visual-Inertial SLAM System with Flexible Sensor Fusion and Hardware Co-Design

Oct 02, 2017
Zhe Zhang, Shaoshan Liu, Grace Tsai, Hongbing Hu, Chen-Chi Chu, Feng Zheng

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Identifying Significant Predictive Bias in Classifiers

Jul 04, 2017
Zhe Zhang, Daniel B. Neill

* Presented as a poster at the 2017 Workshop on Fairness, Accountability, and Transparency in Machine Learning (FAT/ML 2017); earlier version presented at NIPS 2016 Workshop on Interpretable Machine Learning in Complex Systems 

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Learn-Memorize-Recall-Reduce A Robotic Cloud Computing Paradigm

Apr 18, 2017
Shaoshan Liu, Bolin Ding, Jie Tang, Dawei Sun, Zhe Zhang, Grace Tsai, Jean-Luc Gaudiot

* 6 pages, 7 figures 

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