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Feature-Filter: Detecting Adversarial Examples through Filtering off Recessive Features


Jul 19, 2021
Hui Liu, Bo Zhao, Yuefeng Peng, Jiabao Guo, Peng Liu


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AutoLoss: Automated Loss Function Search in Recommendations


Jun 12, 2021
Xiangyu Zhao, Haochen Liu, Wenqi Fan, Hui Liu, Jiliang Tang, Chong Wang

* Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining 

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Partner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots


May 21, 2021
Jia-Chen Gu, Hui Liu, Zhen-Hua Ling, Quan Liu, Zhigang Chen, Xiaodan Zhu

* Accepted by SIGIR 2021 

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Rethinking of Radar's Role: A Camera-Radar Dataset and Systematic Annotator via Coordinate Alignment


May 11, 2021
Yizhou Wang, Gaoang Wang, Hung-Min Hsu, Hui Liu, Jenq-Neng Hwang

* 10 pages, 7 figures, 6 tables, CVPR 2021 Workshop on Autonomous Driving 

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Hidden Backdoors in Human-Centric Language Models


May 01, 2021
Shaofeng Li, Hui Liu, Tian Dong, Benjamin Zi Hao Zhao, Minhui Xue, Haojin Zhu, Jialiang Lu


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Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning


Apr 04, 2021
Hui Liu, Danqing Zhang, Bing Yin, Xiaodan Zhu

* Accepted to Main Conference of NAACL 2021 as Long Paper 

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Self-supervised Symmetric Nonnegative Matrix Factorization


Mar 02, 2021
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang


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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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