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Hui Liu
Light Field Reconstruction via Attention-Guided Deep Fusion of Hybrid Lenses

Feb 14, 2021
Jing Jin, Hui Liu, Junhui Hou, Hongkai Xiong

* 14 pages, 8 figures. arXiv admin note: text overlap with arXiv:1907.09640 
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RODNet: A Real-Time Radar Object Detection Network Cross-Supervised by Camera-Radar Fused Object 3D Localization

Feb 09, 2021
Yizhou Wang, Zhongyu Jiang, Yudong Li, Jenq-Neng Hwang, Guanbin Xing, Hui Liu

* IEEE Journal of Selected Topics in Signal Processing Special Issue on Recent Advances in Automotive Radar Signal Processing. arXiv admin note: text overlap with arXiv:2003.01816 
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Learning Light-Weight Translation Models from Deep Transformer

Dec 27, 2020
Bei Li, Ziyang Wang, Hui Liu, Quan Du, Tong Xiao, Chunliang Zhang, Jingbo Zhu

* Accepted by AAAI2021 
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Clustering Ensemble Meets Low-rank Tensor Approximation

Dec 16, 2020
Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang


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Maximum Entropy Subspace Clustering Network

Dec 06, 2020
Zhihao Peng, Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang


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RAMP-CNN: A Novel Neural Network for Enhanced Automotive Radar Object Recognition

Nov 13, 2020
Xiangyu Gao, Guanbin Xing, Sumit Roy, Hui Liu

* IEEE Sensor Journal, 2020 
 * 15 pages 
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GreedyFool: An Imperceptible Black-box Adversarial Example Attack against Neural Networks

Oct 24, 2020
Hui Liu, Bo Zhao, Jiabao Guo, Yang An, Peng Liu


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Shallow-to-Deep Training for Neural Machine Translation

Oct 08, 2020
Bei Li, Ziyang Wang, Hui Liu, Yufan Jiang, Quan Du, Tong Xiao, Huizhen Wang, Jingbo Zhu

* Accepted by EMNLP 2020 
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Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning

Sep 28, 2020
Haochen Liu, Wentao Wang, Yiqi Wang, Hui Liu, Zitao Liu, Jiliang Tang

* Accepted by EMNLP 2020 
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Yet Meta Learning Can Adapt Fast, It Can Also Break Easily

Sep 02, 2020
Han Xu, Yaxin Li, Xiaorui Liu, Hui Liu, Jiliang Tang

* Meta Learning Robustnss 
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Multi-Scale One-Class Recurrent Neural Networks for Discrete Event Sequence Anomaly Detection

Aug 31, 2020
Zhiwei Wang, Zhengzhang Chen, Jingchao Ni, Hui Liu, Haifeng Chen, Jiliang Tang


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The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020)

Aug 03, 2020
Samuel Albanie, Yang Liu, Arsha Nagrani, Antoine Miech, Ernesto Coto, Ivan Laptev, Rahul Sukthankar, Bernard Ghanem, Andrew Zisserman, Valentin Gabeur, Chen Sun, Karteek Alahari, Cordelia Schmid, Shizhe Chen, Yida Zhao, Qin Jin, Kaixu Cui, Hui Liu, Chen Wang, Yudong Jiang, Xiaoshuai Hao

* Individual reports, dataset information, rules, and released source code can be found at the competition webpage (https://www.robots.ox.ac.uk/~vgg/challenges/video-pentathlon) 
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Sequence to Point Learning Based on Bidirectional Dilated Residual Network for Non Intrusive Load Monitoring

May 30, 2020
Ziyue Jia, Linfeng Yang, Zhenrong Zhang, Hui Liu, Fannie Kong


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Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation

May 17, 2020
Bei Li, Hui Liu, Ziyang Wang, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li

* 5 pages, 2 figures, 5 tables, accepted by ACL2020 
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Attacking Black-box Recommendations via Copying Cross-domain User Profiles

May 17, 2020
Wenqi Fan, Tyler Derr, Xiangyu Zhao, Yao Ma, Hui Liu, Jianping Wang, Jiliang Tang, Qing Li


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Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation

Apr 30, 2020
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang


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RODNet: Object Detection under Severe Conditions Using Vision-Radio Cross-Modal Supervision

Mar 03, 2020
Yizhou Wang, Zhongyu Jiang, Xiangyu Gao, Jenq-Neng Hwang, Guanbin Xing, Hui Liu


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Experiments with mmWave Automotive Radar Test-bed

Dec 29, 2019
Xiangyu Gao, Guanbin Xing, Sumit Roy, Hui Liu

* 6 pages, 2019 Asilomar conference 
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Comprehensive Soccer Video Understanding: Towards Human-comparable Video Understanding System in Constrained Environment

Dec 13, 2019
Yudong Jiang, Kaixu Cui, Leilei Chen, Canjin Wang, Chen Wang, Hui Liu, Changliang Xu

* preprint draft version 
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Learning Multi-level Dependencies for Robust Word Recognition

Nov 22, 2019
Zhiwei Wang, Hui Liu, Jiliang Tang, Songfan Yang, Gale Yan Huang, Zitao Liu


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Stochastic Channel-Based Federated Learning for Medical Data Privacy Preserving

Nov 15, 2019
Rulin Shao, Hongyu He, Hui Liu, Dianbo Liu

* 6 pages including references, 2 figures, Machine Learning for Health (ML4H) at NeurIPS 2019 - Extended Abstract. arXiv admin note: substantial text overlap with arXiv:1910.02115 
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Does Gender Matter? Towards Fairness in Dialogue Systems

Oct 16, 2019
Haochen Liu, Jamell Dacon, Wenqi Fan, Hui Liu, Zitao Liu, Jiliang Tang

* 12 pages 
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Adversarial Attacks and Defenses in Images, Graphs and Text: A Review

Oct 09, 2019
Han Xu, Yao Ma, Haochen Liu, Debayan Deb, Hui Liu, Jiliang Tang, Anil K. Jain

* survey, adversarial attacks, defenses 
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Privacy Preserving Stochastic Channel-Based Federated Learning with Neural Network Pruning

Oct 04, 2019
Rulin Shao, Hui Liu, Dianbo Liu


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