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Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation

Sep 01, 2021
Liyan Xu, Xuchao Zhang, Xujiang Zhao, Haifeng Chen, Feng Chen, Jinho D. Choi

* Accepted to EMNLP 2021 

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Unsupervised Document Embedding via Contrastive Augmentation

Mar 26, 2021
Dongsheng Luo, Wei Cheng, Jingchao Ni, Wenchao Yu, Xuchao Zhang, Bo Zong, Yanchi Liu, Zhengzhang Chen, Dongjin Song, Haifeng Chen, Xiang Zhang

* 13 pages; under review 

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Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series

Mar 03, 2021
Yinjun Wu, Jingchao Ni, Wei Cheng, Bo Zong, Dongjin Song, Zhengzhang Chen, Yanchi Liu, Xuchao Zhang, Haifeng Chen, Susan Davidson

* This paper is accepted by AAAI 2021 

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Semantic Editing On Segmentation Map Via Multi-Expansion Loss

Oct 16, 2020
Jianfeng He, Xuchao Zhang, Shuo Lei, Shuhui Wang, Qingming Huang, Chang-Tien Lu, Bei Xiao

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Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations

Jul 03, 2020
Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Chang-Tien Lu

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A Concept-based Abstraction-Aggregation Deep Neural Network for Interpretable Document Classification

Apr 24, 2020
Tian Shi, Xuchao Zhang, Ping Wang, Chandan K. Reddy

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Mitigating Uncertainty in Document Classification

Jul 17, 2019
Xuchao Zhang, Fanglan Chen, Chang-Tien Lu, Naren Ramakrishnan

* Accepted by NAACL19 

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Robust Regression via Online Feature Selection under Adversarial Data Corruption

Feb 05, 2019
Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu

* 10 pages, 3 figures 

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Rational Neural Networks for Approximating Jump Discontinuities of Graph Convolution Operator

Aug 30, 2018
Zhiqian Chen, Feng Chen, Rongjie Lai, Xuchao Zhang, Chang-Tien Lu

* ICDM 2018 

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Water Disaggregation via Shape Features based Bayesian Discriminative Sparse Coding

Aug 26, 2018
Bingsheng Wang, Xuchao Zhang, Chang-Tien Lu, Feng Chen

* 20 pages 

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Distributed Self-Paced Learning in Alternating Direction Method of Multipliers

Jul 06, 2018
Xuchao Zhang, Liang Zhao, Zhiqian Chen, Chang-Tien Lu

* 8 pages, 4 figures, accepted by IJCAI 2018 

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Multimodal Storytelling via Generative Adversarial Imitation Learning

Dec 05, 2017
Zhiqian Chen, Xuchao Zhang, Arnold P. Boedihardjo, Jing Dai, Chang-Tien Lu

* IJCAI 2017 

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Online and Distributed Robust Regressions under Adversarial Data Corruption

Oct 02, 2017
Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu

* Accepted by ICDM 2017 

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