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Chang Liu
Computational Design and Fabrication of Corrugated Mechanisms from Behavioral Specifications

Nov 10, 2020
Chang Liu, Wenzhong Yan, Ankur Mehta


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Adaptive Linear Span Network for Object Skeleton Detection

Nov 08, 2020
Chang Liu, Yunjie Tian, Jianbin Jiao, Qixiang Ye

* 13 pages, 9 figures 
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Latent Causal Invariant Model

Nov 04, 2020
Xinwei Sun, Botong Wu, Chang Liu, Xiangyu Zheng, Wei Chen, Tao Qin, Tie-yan Liu


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Learning Causal Semantic Representation for Out-of-Distribution Prediction

Nov 03, 2020
Chang Liu, Xinwei Sun, Jindong Wang, Tao Li, Tao Qin, Wei Chen, Tie-Yan Liu


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GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning

Sep 17, 2020
Chang Liu, Huichu Zhang, Weinan Zhang, Guanjie Zheng, Yong Yu

* Proceedings of the 29th ACM International on Conference on Information and Knowledge Management (CIKM). ACM, 2020 
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Rumor-robust Decentralized Gaussian Process Learning, Fusion, and Planning for Modeling Multiple Moving Targets

Sep 13, 2020
Chang Liu, Zhihao Liao, Silvia Ferrari

* 8 pages, 3 figures, accepted to 59th IEEE Conference on Decision and Control (CDC), 2020 
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Attribute-conditioned Layout GAN for Automatic Graphic Design

Sep 11, 2020
Jianan Li, Jimei Yang, Jianming Zhang, Chang Liu, Christina Wang, Tingfa Xu


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DeepSun: Machine-Learning-as-a-Service for Solar Flare Prediction

Sep 04, 2020
Yasser Abduallah, Jason T. L. Wang, Yang Nie, Chang Liu, Haimin Wang

* 8 pages, 6 figures 
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Prototype Mixture Models for Few-shot Semantic Segmentation

Sep 01, 2020
Boyu Yang, Chang Liu, Bohao Li, Jianbin Jiao, Qixiang Ye


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Identifying and Tracking Solar Magnetic Flux Elements with Deep Learning

Aug 27, 2020
Haodi Jiang, Jiasheng Wang, Chang Liu, Ju Jing, Hao Liu, Jason T. L. Wang, Haimin Wang

* The Astrophysical Journal Supplement Series, 250:5 (13pp), 2020 
 * 17 pages, 12 figures 
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SCNet: A Neural Network for Automated Side-Channel Attack

Aug 02, 2020
Guanlin Li, Chang Liu, Han Yu, Yanhong Fan, Libang Zhang, Zongyue Wang, Meiqin Wang


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Learning to Match Distributions for Domain Adaptation

Jul 27, 2020
Chaohui Yu, Jindong Wang, Chang Liu, Tao Qin, Renjun Xu, Wenjie Feng, Yiqiang Chen, Tie-Yan Liu

* Preprint. 20 Pages. Code available at https://github.com/jindongwang/transferlearning/tree/master/code/deep/Learning-to-Match 
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Progressive Cluster Purification for Unsupervised Feature Learning

Jul 15, 2020
Yifei Zhang, Chang Liu, Yu Zhou, Wei Wang, Weiping Wang, Qixiang Ye

* 8 pages, 5 figures 
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Modeling Lost Information in Lossy Image Compression

Jul 08, 2020
Yaolong Wang, Mingqing Xiao, Chang Liu, Shuxin Zheng, Tie-Yan Liu


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Discretization-Aware Architecture Search

Jul 07, 2020
Yunjie Tian, Chang Liu, Lingxi Xie, Jianbin Jiao, Qixiang Ye

* 14 pages, 7 figures 
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Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks

Jun 23, 2020
Lixin Fan, Kam Woh Ng, Ce Ju, Tianyu Zhang, Chang Liu, Chee Seng Chan, Qiang Yang

* under review, 36 pages (updated Eq. 3 and Fig. 8) 
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Machine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations

Jun 22, 2020
Gelu Nita, Manolis Georgoulis, Irina Kitiashvili, Viacheslav Sadykov, Enrico Camporeale, Alexander Kosovichev, Haimin Wang, Vincent Oria, Jason Wang, Rafal Angryk, Berkay Aydin, Azim Ahmadzadeh, Xiaoli Bai, Timothy Bastian, Soukaina Filali Boubrahimi, Bin Chen, Alisdair Davey, Sheldon Fereira, Gregory Fleishman, Dale Gary, Andrew Gerrard, Gregory Hellbourg, Katherine Herbert, Jack Ireland, Egor Illarionov, Natsuha Kuroda, Qin Li, Chang Liu, Yuexin Liu, Hyomin Kim, Dustin Kempton, Ruizhe Ma, Petrus Martens, Ryan McGranaghan, Edward Semones, John Stefan, Andrey Stejko, Yaireska Collado-Vega, Meiqi Wang, Yan Xu, Sijie Yu

* Workshop Report 
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Video Playback Rate Perception for Self-supervisedSpatio-Temporal Representation Learning

Jun 20, 2020
Yuan Yao, Chang Liu, Dezhao Luo, Yu Zhou, Qixiang Ye

* CVPR 2020 
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LRNNet: A Light-Weighted Network with Efficient Reduced Non-Local Operation for Real-Time Semantic Segmentation

Jun 04, 2020
Weihao Jiang, Zhaozhi Xie, Yaoyi Li, Chang Liu, Hongtao Lu

* To appear in icme2020workshop(MMC) 
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Towards Fine-grained Human Pose Transfer with Detail Replenishing Network

May 26, 2020
Lingbo Yang, Pan Wang, Chang Liu, Zhanning Gao, Peiran Ren, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Xiansheng Hua, Wen Gao

* IEEE TIP submission 
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HyperSTAR: Task-Aware Hyperparameters for Deep Networks

May 21, 2020
Gaurav Mittal, Chang Liu, Nikolaos Karianakis, Victor Fragoso, Mei Chen, Yun Fu

* Published at CVPR 2020 (Oral) 
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Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce

May 17, 2020
Juntao Li, Chang Liu, Jian Wang, Lidong Bing, Hongsong Li, Xiaozhong Liu, Dongyan Zhao, Rui Yan

* AAAI 2020 
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Invertible Image Rescaling

May 12, 2020
Mingqing Xiao, Shuxin Zheng, Chang Liu, Yaolong Wang, Di He, Guolin Ke, Jiang Bian, Zhouchen Lin, Tie-Yan Liu


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HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment

May 11, 2020
Lingbo Yang, Chang Liu, Pan Wang, Shanshe Wang, Peiran Ren, Siwei Ma, Wen Gao


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