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iVPF: Numerical Invertible Volume Preserving Flow for Efficient Lossless Compression


Mar 30, 2021
Shifeng Zhang, Chen Zhang, Ning Kang, Li Zhenguo


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CARE: Commonsense-Aware Emotional Response Generation with Latent Concepts


Dec 15, 2020
Peixiang Zhong, Di Wang, Pengfei Li, Chen Zhang, Hao Wang, Chunyan Miao

* AAAI-2021 

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Quantifying Sources of Uncertainty in Deep Learning-Based Image Reconstruction


Nov 30, 2020
Riccardo Barbano, Željko Kereta, Chen Zhang, Andreas Hauptmann, Simon Arridge, Bangti Jin

* NeurIPS 2020 Workshop on Deep Learning and Inverse Problems 

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A Multi-task Learning Framework for Opinion Triplet Extraction


Oct 04, 2020
Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang

* 10 pages, 4 figures, 3 tables. Accepted to EMNLP 2020 Findings. Repo: https://github.com/GeneZC/OTE-MTL 

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Partially Observable Online Change Detection via Smooth-Sparse Decomposition


Sep 22, 2020
Jie Guo, Hao Yan, Chen Zhang, Steven Hoi

* 48 pages 

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Crowding Prediction of In-Situ Metro Passengers Using Smart Card Data


Sep 07, 2020
Xiancai Tian, Chen Zhang, Baihua Zheng

* 11 pages, preprint for IEEE transactions 

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FastLR: Non-Autoregressive Lipreading Model with Integrate-and-Fire


Aug 07, 2020
Jinglin Liu, Yi Ren, Zhou Zhao, Chen Zhang, Baoxing Huai, Jing Yuan

* Accepted by ACM MM 2020 

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Quantifying Model Uncertainty in Inverse Problems via Bayesian Deep Gradient Descent


Jul 20, 2020
Riccardo Barbano, Chen Zhang, Simon Arridge, Bangti Jin

* 8 pages, 6 figures 

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Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation


Jul 17, 2020
Jinglin Liu, Yi Ren, Xu Tan, Chen Zhang, Tao Qin, Zhou Zhao, Tie-Yan Liu

* Accepted at IJCAI 2020 Main Track. Sole copyright holder is IJCAI 

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UWSpeech: Speech to Speech Translation for Unwritten Languages


Jun 14, 2020
Chen Zhang, Xu Tan, Yi Ren, Tao Qin, Kejun Zhang, Tie-Yan Liu


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Endowing Empathetic Dialogue Systems with Personas


Apr 30, 2020
Peixiang Zhong, Yao Sun, Yong Liu, Chen Zhang, Hao Wang, Zaiqing Nie, Chunyan Miao


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Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile


Apr 23, 2020
Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung


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LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression


Apr 08, 2020
Yihuan Mao, Yujing Wang, Chufan Wu, Chen Zhang, Yang Wang, Yaming Yang, Quanlu Zhang, Yunhai Tong, Jing Bai


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A Driver Fatigue Recognition Algorithm Based on Spatio-Temporal Feature Sequence


Mar 18, 2020
Chen Zhang, Xiaobo Lu, Zhiliang Huang


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End-to-end Emotion-Cause Pair Extraction via Learning to Link


Feb 25, 2020
Haolin Song, Chen Zhang, Qiuchi Li, Dawei Song

* 7 pages, 3 figures, 5 tables 

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Deeper Insights into Weight Sharing in Neural Architecture Search


Jan 06, 2020
Yuge Zhang, Zejun Lin, Junyang Jiang, Quanlu Zhang, Yujing Wang, Hui Xue, Chen Zhang, Yaming Yang


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Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction


Dec 11, 2019
Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung

* Accepted at AAAI 2020 

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Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks


Oct 13, 2019
Chen Zhang, Qiuchi Li, Dawei Song

* 11 pages, 4 figures, accepted to EMNLP 2019 

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Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution Network


Sep 23, 2019
Chen Zhang, Qiuchi Li, Dawei Song

* 4 pages, 2 figures, SIGIR 2019 (Short) 

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Probabilistic Residual Learning for Aleatoric Uncertainty in Image Restoration


Aug 01, 2019
Chen Zhang, Bangti Jin


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Balanced Sparsity for Efficient DNN Inference on GPU


Nov 02, 2018
Zhuliang Yao, Shijie Cao, Wencong Xiao, Chen Zhang, Lanshun Nie


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Dynamic Multivariate Functional Data Modeling via Sparse Subspace Learning


Apr 11, 2018
Chen Zhang, Hao Yan, Seungho Lee, Jianjun Shi


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Variational Gaussian Approximation for Poisson Data


Sep 18, 2017
Simon Arridge, Kazufumi Ito, Bangti Jin, Chen Zhang

* 26 pages 

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ResumeVis: A Visual Analytics System to Discover Semantic Information in Semi-structured Resume Data


May 15, 2017
Chen Zhang, Hao Wang, Yingcai Wu


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Reinforcement Learning Based Argument Component Detection


Feb 21, 2017
Yang Gao, Hao Wang, Chen Zhang, Wei Wang


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