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Yan Wang

Computer Science and Technology, Jilin University, Changchun

Non-Autoregressive Text Generation with Pre-trained Language Models


Feb 16, 2021
Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier

* Accepted to EACL 2021 

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TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation


Feb 08, 2021
Jieneng Chen, Yongyi Lu, Qihang Yu, Xiangde Luo, Ehsan Adeli, Yan Wang, Le Lu, Alan L. Yuille, Yuyin Zhou

* 13 pages, 3 figures 

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Can Predominant Credible Information Suppress Misinformation in Crises? Empirical Studies of Tweets Related to Prevention Measures during COVID-19


Feb 01, 2021
Yan Wang, Shangde Gao, Wenyu Gao


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Non-Parametric Adaptive Network Pruning


Jan 25, 2021
Mingbao Lin, Rongrong Ji, Shaojie Li, Yan Wang, Yongjian Wu, Feiyue Huang, Qixiang Ye


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PLUME: Efficient 3D Object Detection from Stereo Images


Jan 17, 2021
Yan Wang, Bin Yang, Rui Hu, Ming Liang, Raquel Urtasun


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Dialogue Response Selection with Hierarchical Curriculum Learning


Dec 29, 2020
Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang


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Predicting Events in MOBA Games: Dataset, Attribution, and Evaluation


Dec 24, 2020
Zelong Yang, Yan Wang, Piji Li, Shaobin Lin, Shuming Shi, Shao-Lun Huang


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Predicting Events In MOBA Games: Dataset, Attribution, and Evaluation


Dec 17, 2020
Zelong Yang, Yan Wang, Piji Li, Shaobin Lin, Shuming Shi, Shao-Lun Huang


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Towards Scalable and Privacy-Preserving Deep Neural Network via Algorithmic-Cryptographic Co-design


Dec 17, 2020
Chaochao Chen, Jun Zhou, Longfei Zheng, Yan Wang, Xiaolin Zheng, Bingzhe Wu, Cen Chen, Li Wang, Jianwei Yin

* 12 pages. arXiv admin note: text overlap with arXiv:2003.05198 

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A multi-objective optimization framework for on-line ridesharing systems


Dec 07, 2020
Hamed Javidi, Dan Simon, Ling Zhu, Yan Wang


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Inter-slice Context Residual Learning for 3D Medical Image Segmentation


Nov 28, 2020
Jianpeng Zhang, Yutong Xie, Yan Wang, Yong Xia

* IEEE Trans. Med. Imaging (2020) 
* Accpeted by IEEE-TMI 

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Learning Efficient GANs using Differentiable Masks and co-Attention Distillation


Nov 21, 2020
Shaojie Li, Mingbao Lin, Yan Wang, Mingliang Xu, Feiyue Huang, Yongjian Wu, Ling Shao, Rongrong Ji


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Deep Learning Analysis and Age Prediction from Shoeprints


Nov 07, 2020
Muhammad Hassan, Yan Wang, Di Wang, Daixi Li, Yanchun Liang, You Zhou, Dong Xu

* 24 pages, 20 Figures 

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Rotated Binary Neural Network


Oct 22, 2020
Mingbao Lin, Rongrong Ji, Zihan Xu, Baochang Zhang, Yan Wang, Yongjian Wu, Feiyue Huang, Chia-Wen Lin

* Accepted by NeurIPS2020 (The 34th Conference on Neural Information Processing Systems) 

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ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease


Oct 16, 2020
Yuang Shi, Chen Zu, Mei Hong, Luping Zhou, Lei Wang, Xi Wu, Jiliu Zhou, Daoqiang Zhang, Yan Wang

* 27 pages, 10 figures 

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Profile Consistency Identification for Open-domain Dialogue Agents


Sep 30, 2020
Haoyu Song, Yan Wang, Wei-Nan Zhang, Zhengyu Zhao, Ting Liu, Xiaojiang Liu

* Accepted by EMNLP20 

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Enhancing Dialogue Generation via Multi-Level Contrastive Learning


Sep 19, 2020
Xin Li, Piji Li, Yan Wang, Xiaojiang Liu, Wai Lam


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A Deep Framework for Cross-Domain and Cross-System Recommendations


Sep 14, 2020
Feng Zhu, Yan Wang, Chaochao Chen, Guanfeng Liu, Mehmet Orgun, Jia Wu


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Developing and Improving Risk Models using Machine-learning Based Algorithms


Sep 09, 2020
Yan Wang, Xuelei Sherry Ni


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Improving Investment Suggestions for Peer-to-Peer (P2P) Lending via Integrating Credit Scoring into Profit Scoring


Sep 09, 2020
Yan Wang, Xuelei Sherry Ni


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Interpretable Real-Time Win Prediction for Honor of Kings, a Popular Mobile MOBA Esport


Sep 04, 2020
Zelong Yang, Zhufeng Pan, Yan Wang, Deng Cai, Shuming Shi, Shao-Lun Huang, Xiaojiang Liu

* 8 pages, 6 figures 

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Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing


Aug 26, 2020
Wei Shen, Xiaonan He, Chuheng Zhang, Qiang Ni, Wanchun Dou, Yan Wang

* Accepted by CIKM 2020 

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MiCo: Mixup Co-Training for Semi-Supervised Domain Adaptation


Jul 24, 2020
Luyu Yang, Yan Wang, Mingfei Gao, Abhinav Shrivastava, Kilian Q. Weinberger, Wei-Lun Chao, Ser-Nam Lim


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srMO-BO-3GP: A sequential regularized multi-objective constrained Bayesian optimization for design applications


Jul 08, 2020
Anh Tran, Mike Eldred, Scott McCann, Yan Wang


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Wasserstein Distances for Stereo Disparity Estimation


Jul 06, 2020
Divyansh Garg, Yan Wang, Bharath Hariharan, Mark Campbell, Kilian Q. Weinberger, Wei-Lun Chao


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DSU-net: Dense SegU-net for automatic head-and-neck tumor segmentation in MR images


Jun 12, 2020
Pin Tang, Chen Zu, Mei Hong, Rui Yan, Xingchen Peng, Jianghong Xiao, Xi Wu, Jiliu Zhou, Luping Zhou, Yan Wang

* This research needs to be advanced in the future 

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