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CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering

Oct 30, 2020
Xiang Yue, Xinliang, Zhang, Ziyu Yao, Simon Lin, Huan Sun

* The first two authors contributed equally 

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Locally Linear Region Knowledge Distillation

Oct 19, 2020
Xiang Deng, Zhongfei, Zhang

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Local Region Knowledge Distillation

Oct 09, 2020
Xiang Deng, Zhongfei, Zhang

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Deep Collective Learning: Learning Optimal Inputs and Weights Jointly in Deep Neural Networks

Sep 17, 2020
Xiang Deng, Zhongfei, Zhang

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Self-supervised Learning: Generative or Contrastive

Jun 15, 2020
Xiao, Liu, Fanjin, Zhang, Zhenyu, Hou, Zhaoyu, Wang, Li, Mian, Jing, Zhang, Jie, Tang

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Random Hypervolume Scalarizations for Provable Multi-Objective Black Box Optimization

Jun 08, 2020
Daniel Golovin, Qiuyi, Zhang

* ICML 2020 

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DASC: Towards A Road Damage-Aware Social-Media-Driven Car Sensing Framework for Disaster Response Applications

Jun 04, 2020
Md Tahmid Rashid, Daniel, Zhang, Dong Wang

* Elsevier Pervasive and Mobile Computing (accepted for publication) 

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RCNet: Incorporating Structural Information into Deep RNN for MIMO-OFDM Symbol Detection with Limited Training

Mar 15, 2020
Zhou Zhou, Lingjia Liu, Shashank Jere, Jianzhong, Zhang, Yang Yi

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Community Detection and Matrix Completion with Two-Sided Graph Side-Information

Dec 06, 2019
Qiaosheng, Zhang, Vincent Y. F. Tan, Changho Suh

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DR-KFD: A Differentiable Visual Metric for 3D Shape Reconstruction

Nov 20, 2019
Jiongchao Jin, Akshay Gadi Patil, Hao, Zhang

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Regularized Weighted Low Rank Approximation

Nov 16, 2019
Frank Ban, David Woodruff, Qiuyi, Zhang

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Gradientless Descent: High-Dimensional Zeroth-Order Optimization

Nov 14, 2019
Daniel Golovin, John Karro, Greg Kochanski, Chansoo Lee, Xingyou Song, Qiuyi, Zhang

* 11 main pages, 26 total pages 

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Data-Free Point Cloud Network for 3D Face Recognition

Nov 12, 2019
Ziyu, Zhang, Feipeng, Da, Yi, Yu

* 10 pages, 8 figures 

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Deep Reinforcement Learning for Personalized Search Story Recommendation

Jul 26, 2019
Jason, Zhang, Junming Yin, Dongwon Lee, Linhong Zhu

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Proceedings of the Fifth International Conference on Cloud and Robotics (ICCR2018)

Mar 12, 2019
Huaxi, Zhang, Jacques Malenfant

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Zero-Shot Learning via Latent Space Encoding

Apr 20, 2018
Yunlong Yu, Zhong Ji, Jichang Guo, Zhongfei, Zhang

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Deep Air Learning: Interpolation, Prediction, and Feature Analysis of Fine-grained Air Quality

Apr 11, 2018
Zhongang Qi, Tianchun Wang, Guojie Song, Weisong Hu, Xi Li, Zhongfei, Zhang

* IEEE Transactions on Knowledge and Data Engineering, 2018 

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Machine Learning Based Detection of Clickbait Posts in Social Media

Oct 05, 2017
Xinyue Cao, Thai Le, Jason, Zhang

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Boosted Zero-Shot Learning with Semantic Correlation Regularization

Jul 25, 2017
Te Pi, Xi Li, Zhongfei, Zhang

* 7 pages; IJCAI 2017 

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Proceedings of the Third International Conference on Cloud and Robotics (ICCR2016)

Jun 10, 2017
Lei Zhang, Huaxi, Zhang

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Towards An Architecture-Centric Approach to Manage Variability of Cloud Robotics

Jan 13, 2017
Lei Zhang, Huaxi, Zhang, Zheng Fang, Xianbo Xiang, Marianne Huchard, Rene Zapata

* Presented at DSLRob 2015 (arXiv:1601.00877) 

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