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Learning to Expand Audience via Meta Hybrid Experts and Critics for Recommendation and Advertising


May 31, 2021
Yongchun Zhu, Yudan Liu, Ruobing Xie, Fuzhen Zhuang, Xiaobo Hao, Kaikai Ge, Xu Zhang, Leyu Lin, Juan Cao

* accepted by KDD2021 

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Learning to Warm Up Cold Item Embeddings for Cold-start Recommendation with Meta Scaling and Shifting Networks


May 11, 2021
Yongchun Zhu, Ruobing Xie, Fuzhen Zhuang, Kaikai Ge, Ying Sun, Xu Zhang, Leyu Lin, Juan Cao

* 10 pages, accepted by SIGIR2021 

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Transfer-Meta Framework for Cross-domain Recommendation to Cold-Start Users


May 11, 2021
Yongchun Zhu, Kaikai Ge, Fuzhen Zhuang, Ruobing Xie, Dongbo Xi, Xu Zhang, Leyu Lin, Qing He

* 5 pages, accepted by SIGIR2021 

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UPRec: User-Aware Pre-training for Recommender Systems


Feb 22, 2021
Chaojun Xiao, Ruobing Xie, Yuan Yao, Zhiyuan Liu, Maosong Sun, Xu Zhang, Leyu Lin

* This paper has been submitted to IEEE TKDE 

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FDMT: A Benchmark Dataset for Fine-grained Domain Adaptation in Machine Translation


Dec 31, 2020
Wenhao Zhu, Shujian Huang, Tong Pu, Xu Zhang, Jian Yu, Wei Chen, Yanfeng Wang, Jiajun Chen


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Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction


Dec 22, 2020
Yao Zhang, Xu Zhang, Jun Wang, Hongru Liang, Wenqiang Lei, Zhe Sun, Adam Jatowt, Zhenglu Yang

* Preprint of accepted AAAI2021 paper 

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GMH: A General Multi-hop Reasoning Model for KG Completion


Oct 16, 2020
Yao Zhang, Xu Zhang, Jun Wang, Hongru Liang, Adam Jatowt, Wenqiang Lei, Zhenglu Yang

* 11 pages, 5 figures and 4 tables 

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MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG


Aug 17, 2020
Jing Zhang, Deng Liang, Aiping Liu, Min Gao, Xiang Chen, Xu Zhang, Xun Chen


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Deep Learning Guided Building Reconstruction from Satellite Imagery-derived Point Clouds


May 19, 2020
Bo Xu, Xu Zhang, Zhixin Li, Matt Leotta, Shih-Fu Chang, Jie Shan


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Learning Contextualized Sentence Representations for Document-Level Neural Machine Translation


Mar 30, 2020
Pei Zhang, Xu Zhang, Wei Chen, Jian Yu, Yanfeng Wang, Deyi Xiong


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Unifying Specialist Image Embedding into Universal Image Embedding


Mar 08, 2020
Yang Feng, Futang Peng, Xu Zhang, Wei Zhu, Shanfeng Zhang, Howard Zhou, Zhen Li, Tom Duerig, Shih-Fu Chang, Jiebo Luo


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Detecting and Simulating Artifacts in GAN Fake Images


Jul 15, 2019
Xu Zhang, Svebor Karaman, Shih-Fu Chang

* 7 pages, 7 figures 

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Real-time Attention Based Look-alike Model for Recommender System


Jun 12, 2019
Yudan Liu, Kaikai Ge, Xu Zhang, Leyu Lin

* Accepted by KDD 2019 

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Super Interaction Neural Network


May 29, 2019
Yang Yao, Xu Zhang, Baile Xu, Furao Shen, Jian Zhao


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Planning coordinated motions for tethered planar mobile robots


May 20, 2019
Xu Zhang, Quang-Cuong Pham

* 17 pages, 20 figures, 1 table 

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Label Mapping Neural Networks with Response Consolidation for Class Incremental Learning


May 20, 2019
Xu Zhang, Yang Yao, Baile Xu, Lekun Mao, Furao Shen, Jian Zhao, Qingwei Lin


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Unsupervised Embedding Learning via Invariant and Spreading Instance Feature


Apr 06, 2019
Mang Ye, Xu Zhang, Pong C. Yuen, Shih-Fu Chang

* CVPR 2019 

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FARSA: Fully Automated Roadway Safety Assessment


Jan 17, 2019
Weilian Song, Scott Workman, Armin Hadzic, Xu Zhang, Eric Green, Mei Chen, Reginald Souleyrette, Nathan Jacobs

* 9 pages, 8 figures, WACV 2018 

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Assessment of central serous chorioretinopathy (CSC) depicted on color fundus photographs using deep Learning


Jan 14, 2019
Yi Zhen, Hang Chen, Xu Zhang, Meng Liu, Xin Meng, Jian Zhang, Jiantao Pu

* 4 figure 

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Printing-while-moving: a new paradigm for large-scale robotic 3D Printing


Sep 21, 2018
Mehmet Efe Tiryaki, Xu Zhang, Quang-Cuong Pham

* 6 pages, 7 figure 

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Heated-Up Softmax Embedding


Sep 11, 2018
Xu Zhang, Felix Xinnan Yu, Svebor Karaman, Wei Zhang, Shih-Fu Chang

* 11 pages, 4 figures 

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Learning Spread-out Local Feature Descriptors


Aug 21, 2017
Xu Zhang, Felix X. Yu, Sanjiv Kumar, Shih-Fu Chang

* ICCV 2017. 9 pages, 7 figures 

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Spatio-temporal Aware Non-negative Component Representation for Action Recognition


Aug 27, 2016
Jianhong Wang, Tian Lan, Xu Zhang, Limin Luo

* 11 pages, 5 figures, 6 tables 

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Deep Transfer Network: Unsupervised Domain Adaptation


Mar 02, 2015
Xu Zhang, Felix Xinnan Yu, Shih-Fu Chang, Shengjin Wang


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Efficient classification using parallel and scalable compressed model and Its application on intrusion detection


May 14, 2014
Tieming Chen, Xu Zhang, Shichao Jin, Okhee Kim


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