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Xiao Li
Fooling thermal infrared pedestrian detectors in real world using small bulbs

Jan 20, 2021
Xiaopei Zhu, Xiao Li, Jianmin Li, Zheyao Wang, Xiaolin Hu

* accepted by AAAI-21 
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Improving Variational Autoencoder for Text Modelling with Timestep-Wise Regularisation

Nov 03, 2020
Ruizhe Li, Xiao Li, Guanyi Chen, Chenghua Lin

* Accepted by COLING 2020, final camera ready version 
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DGST: a Dual-Generator Network for Text Style Transfer

Oct 27, 2020
Xiao Li, Guanyi Chen, Chenghua Lin, Ruizhe Li

* Accepted by EMNLP 2020, camera ready version 
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A Blockchain Transaction Graph based Machine Learning Method for Bitcoin Price Prediction

Aug 21, 2020
Xiao Li, Weili Wu


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Distribution Aligned Multimodal and Multi-Domain Image Stylization

Jun 02, 2020
Minxuan Lin, Fan Tang, Weiming Dong, Xiao Li, Chongyang Ma, Changsheng Xu


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A Text Reassembling Approach to Natural Language Generation

May 22, 2020
Xiao Li, Kees van Deemter, Chenghua Lin


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A Text Reassembling Approach to NaturalLanguage Generation

May 16, 2020
Xiao Li, Kees van Deemter, Chenghua Lin


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Curating a COVID-19 data repository and forecasting county-level death counts in the United States

May 16, 2020
Nick Altieri, Rebecca L. Barter, James Duncan, Raaz Dwivedi, Karl Kumbier, Xiao Li, Robert Netzorg, Briton Park, Chandan Singh, Yan Shuo Tan, Tiffany Tang, Yu Wang, Bin Yu

* 25 pages, 8 Figures, Authors ordered alphabetically. All authors contributed significantly to this work. All collected data, modeling code, forecasts, and visualizations are updated daily and available at \url{https://github.com/Yu-Group/covid19-severity-prediction} 
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An Early Study on Intelligent Analysis of Speech under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety

May 14, 2020
Jing Han, Kun Qian, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Juan Liu, Huaiyuan Zheng, Wei Ji, Tomoya Koike, Xiao Li, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller


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Deep Reinforcement Learning for Adaptive Learning Systems

Apr 17, 2020
Xiao Li, Hanchen Xu, Jinming Zhang, Hua-hua Chang


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COVID-19 and Computer Audition: An Overview on What Speech & Sound Analysis Could Contribute in the SARS-CoV-2 Corona Crisis

Mar 24, 2020
Björn W. Schuller, Dagmar M. Schuller, Kun Qian, Juan Liu, Huaiyuan Zheng, Xiao Li


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Finding the Sparsest Vectors in a Subspace: Theory, Algorithms, and Applications

Jan 20, 2020
Qing Qu, Zhihui Zhu, Xiao Li, Manolis C. Tsakiris, John Wright, René Vidal

* QQ and ZZ contributed equally to the work. Invited review paper for IEEE Signal Processing Magazine Special Issue on non-convex optimization for signal processing and machine learning. This article contains 26 pages with 11 figures 
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Morphological Word Segmentation on Agglutinative Languages for Neural Machine Translation

Jan 02, 2020
Yirong Pan, Xiao Li, Yating Yang, Rui Dong


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Analysis of the Optimization Landscapes for Overcomplete Representation Learning

Dec 10, 2019
Qing Qu, Yuexiang Zhai, Xiao Li, Yuqian Zhang, Zhihui Zhu

* 68 pages, 5 figures 
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Nonsmooth Optimization over Stiefel Manifold: Riemannian Subgradient Methods

Dec 05, 2019
Xiao Li, Shixiang Chen, Zengde Deng, Qing Qu, Zhihui Zhu, Anthony Man Cho So


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A Stable Variational Autoencoder for Text Modelling

Nov 13, 2019
Ruizhe Li, Xiao Li, Chenghua Lin, Matthew Collinson, Rui Mao

* Accepted by INLG 2019 
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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution

Sep 05, 2019
Qing Qu, Xiao Li, Zhihui Zhu

* 61 pages, 6 figures; short version accepted as a spotlight paper at NeurIPS'19; long version submitted to FoCM 
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GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level

Aug 20, 2019
Zixian Huang, Yulin Shen, Xiao Li, Yuang Wei, Gong Cheng, Lin Zhou, Xinyu Dai, Yuzhong Qu

* 6 pages, to appear at the 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP 2019) 
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Latent Space Factorisation and Manipulation via Matrix Subspace Projection

Jul 26, 2019
Xiao Li, Chenghua Lin, Chaozheng Wang, Frank Guerin


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A Debiased MDI Feature Importance Measure for Random Forests

Jun 26, 2019
Xiao Li, Yu Wang, Sumanta Basu, Karl Kumbier, Bin Yu

* The first two authors contributed equally to this paper 
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Synthesizing 3D Shapes from Silhouette Image Collections using Multi-projection Generative Adversarial Networks

Jun 10, 2019
Xiao Li, Yue Dong, Pieter Peers, Xin Tong

* CVPR 2019 
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Arbitrage of Energy Storage in Electricity Markets with Deep Reinforcement Learning

May 04, 2019
Hanchen Xu, Xiao Li, Xiangyu Zhang, Junbo Zhang


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Mimicking the In-Camera Color Pipeline for Camera-Aware Object Compositing

Mar 27, 2019
Jun Gao, Xiao Li, Liwei Wang, Sanja Fidler, Stephen Lin


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Temporal Logic Guided Safe Reinforcement Learning Using Control Barrier Functions

Mar 23, 2019
Xiao Li, Calin Belta


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Comfort-Centered Design of a Lightweight and Backdrivable Knee Exoskeleton

Feb 11, 2019
Junlin Wang, Xiao Li, Tzu-Hao Huang, Shuangyue Yu, Yanjun Li, Tianyao Chen, Alessandra Carriero, Mooyeon Oh-Park, Hao Su*, Member, IEEE

* 8 pages, 16figures, Journal 
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Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization

Nov 14, 2018
Zhihui Zhu, Xiao Li, Kai Liu, Qiuwei Li

* Accepted in NIPS 2018 
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A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification

Oct 22, 2018
Ruizhe Li, Chenghua Lin, Matthew Collinson, Xiao Li, Guanyi Chen

* 8 pages, 5 figures 
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