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To Talk or to Work: Flexible Communication Compression for Energy Efficient Federated Learning over Heterogeneous Mobile Edge Devices

Dec 22, 2020
Liang Li, Dian Shi, Ronghui Hou, Hui Li, Miao Pan, Zhu Han

* Accepted for publication in INFOCOM'21 

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Knowledge-Augmented Dexterous Grasping with Incomplete Sensing

Nov 17, 2020
Bharath Rao, Hui Li, Krishna Krishnan, Enkhsaikhan Boldsaikhan, Hongsheng He

* 11 pages, 14 figures and 3 tables 

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Monitoring-based Differential Privacy Mechanism Against Query-Flooding Parameter Duplication Attack

Nov 01, 2020
Haonan Yan, Xiaoguang Li, Hui Li, Jiamin Li, Wenhai Sun, Fenghua Li

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Where to Look and How to Describe: Fashion Image Retrieval with an Attentional Heterogeneous Bilinear Network

Oct 26, 2020
Haibo Su, Peng Wang, Lingqiao Liu, Hui Li, Zhen Li, Yanning Zhang

* 11 pages, 8 figures 

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Deep Learning is Singular, and That's Good

Oct 22, 2020
Daniel Murfet, Susan Wei, Mingming Gong, Hui Li, Jesse Gell-Redman, Thomas Quella

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Recurrent Distributed Reinforcement Learning for Partially Observable Robotic Assembly

Oct 15, 2020
Jieliang Luo, Hui Li

* 10 pages, 6 figures 

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Fast and Secure Distributed Nonnegative Matrix Factorization

Sep 07, 2020
Yuqiu Qian, Conghui Tan, Danhao Ding, Hui Li, Nikos Mamoulis

* Published in IEEE Transactions on Knowledge and Data Engineering (TKDE). This arXiv version includes the appendices with additional proofs 

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NestFuse: An Infrared and Visible Image Fusion Architecture based on Nest Connection and Spatial/Channel Attention Models

Jul 11, 2020
Hui Li, Xiao-Jun Wu, Tariq Durrani

* 12 pages, 13 figures, 6 tables. IEEE Transactions on Instrumentation and Measurement 

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A Robust Attentional Framework for License Plate Recognition in the Wild

Jun 09, 2020
Linjiang Zhang, Peng Wang, Hui Li, Zhen Li, Chunhua Shen, Yanning Zhang

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Outlier Detection Using a Novel method: Quantum Clustering

Jun 08, 2020
Ding Liu, Hui Li

* 9 pages, 18 figures 

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Give Me Something to Eat: Referring Expression Comprehension with Commonsense Knowledge

Jun 02, 2020
Peng Wang, Dongyang Liu, Hui Li, Qi Wu

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Structured Multimodal Attentions for TextVQA

Jun 01, 2020
Chenyu Gao, Qi Zhu, Peng Wang, Hui Li, Yuliang Liu, Anton van den Hengel, Qi Wu

* 19 pages, winner of TextVQA Challenge 2020 

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Attacking Recommender Systems with Augmented User Profiles

May 17, 2020
Chen Lin, Si Chen, Hui Li, Yanghua Xiao, Lianyun Li, Qian Yang

* 10 pages, 2 figures 

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Intention Propagation for Multi-agent Reinforcement Learning

Apr 19, 2020
Chao Qu, Hui Li, Chang Liu, Junwu Xiong, James Zhang, Wei Chu, Yuan Qi, Le Song

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Underwater image enhancement with Image Colorfulness Measure

Apr 18, 2020
Hui Li, Xi Yang, ZhenMing Li, TianLun Zhang

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Machine-learning-based methods for output only structural modal identification

Apr 16, 2020
Yuequan Bao, Dawei Liu, Zhiyi Tang, Hui Li

* 25 pages, 12 figures, 4 tables 

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Recovering compressed images for automatic crack segmentation using generative models

Mar 06, 2020
Yong Huang, Haoyu Zhang, Hui Li, Stephen Wu

* 34 pages, 15 figures, 3 tables 

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Dynamic Experience Replay

Mar 04, 2020
Jieliang Luo, Hui Li

* 10 pages, 5 figures, presented at 2019 Conference on Robot Learning (CoRL) 

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Mitigating Query-Flooding Parameter Duplication Attack on Regression Models with High-Dimensional Gaussian Mechanism

Feb 06, 2020
Xiaoguang Li, Hui Li, Haonan Yan, Zelei Cheng, Wenhai Sun, Hui Zhu

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Improved dual channel pulse coupled neural network and its application to multi-focus image fusion

Feb 04, 2020
Huai-Shui Tong, Xiao-Jun Wu, Hui Li

* 15 pages, 7 figures, 9 tables 

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Multi-focus Image Fusion Based on Similarity Characteristics

Dec 17, 2019
Ya-Qiong Zhang, Xiao-Jun Wu, Hui Li

* 7 pages, 10 figures, 4 tables 

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Progressive Sample Mining and Representation Learning for One-Shot Person Re-identification with Adversarial Samples

Nov 02, 2019
Hui Li, Jimin Xiao, Mingjie Sun, Eng Gee Lim, Yao Zhao

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Single-shot 3D shape reconstruction using deep convolutional neural networks

Sep 17, 2019
Hieu Nguyen, Hui Li, Qiang Qiu, Yuzeng Wang, Zhaoyang Wang

* 6 pages, 4 figures, 1 dataset 

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Learning Structural Graph Layouts and 3D Shapes for Long Span Bridges 3D Reconstruction

Jul 08, 2019
Fangqiao Hu, Jin Zhao, Yong Hunag, Hui Li

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DISCO: Influence Maximization Meets Network Embedding and Deep Learning

Jun 18, 2019
Hui Li, Mengting Xu, Sourav S Bhowmick, Changsheng Sun, Zhongyuan Jiang, Jiangtao Cui

* 14 pages, 5 figures 

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Towards End-to-End Text Spotting in Natural Scenes

Jun 17, 2019
Hui Li, Peng Wang, Chunhua Shen

* An extension of the work "Towards End-to-end Text Spotting with Convolutional Recurrent Neural Networks", Proc. Int. Conf. Comp. Vision 2017 

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RecSys-DAN: Discriminative Adversarial Networks for Cross-Domain Recommender Systems

Apr 10, 2019
Cheng Wang, Mathias Niepert, Hui Li

* 10 pages, IEEE-TNNLS 

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