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Enriching Non-Autoregressive Transformer with Syntactic and SemanticStructures for Neural Machine Translation

Jan 22, 2021
Ye Liu, Yao Wan, Jian-Guo Zhang, Wenting Zhao, Philip S. Yu

* 10 pages, Appear in EACL 2021 

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Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning

Oct 19, 2020
Ye Liu, Sheng Zhang, Rui Song, Suo Feng, Yanghua Xiao

* EMNLP 2020 

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KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning

Sep 26, 2020
Ye Liu, Yao Wan, Lifang He, Hao Peng, Philip S. Yu

* 9 pages, 7 figures 

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ConsNet: Learning Consistency Graph for Zero-Shot Human-Object Interaction Detection

Sep 15, 2020
Ye Liu, Junsong Yuan, Chang Wen Chen

* Accepted to Proceedings of the 28th ACM International Conference on Multimedia (ACM MM'20), Seattle, WA, USA 

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Interpretable Multi-Step Reasoning with Knowledge Extraction on Complex Healthcare Question Answering

Aug 06, 2020
Ye Liu, Shaika Chowdhury, Chenwei Zhang, Cornelia Caragea, Philip S. Yu

* 10 pages, 6 figures 

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Commonsense Evidence Generation and Injection in Reading Comprehension

May 11, 2020
Ye Liu, Tao Yang, Zeyu You, Wei Fan, Philip S. Yu

* Accepted by SIGDIAL 2020 

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Fine-Grained Urban Flow Inference

Feb 05, 2020
Kun Ouyang, Yuxuan Liang, Ye Liu, Zekun Tong, Sijie Ruan, Yu Zheng, David S. Rosenblum

* 16 pages. arXiv admin note: substantial text overlap with arXiv:1902.05377 

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Orthogonal Nonnegative Tucker Decomposition

Oct 27, 2019
Junjun Pan, Michael K. Ng, Ye Liu, Xiongjun Zhang, Hong Yan

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Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System

Aug 27, 2019
Ye Liu, Chenwei Zhang, Xiaohui Yan, Yi Chang, Philip S. Yu

* CIKM 2019 

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Tucker Decomposition Network: Expressive Power and Comparison

May 23, 2019
Ye Liu, Junjun Pan, Michael Ng

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MMKG: Multi-Modal Knowledge Graphs

Mar 13, 2019
Ye Liu, Hui Li, Alberto Garcia-Duran, Mathias Niepert, Daniel Onoro-Rubio, David S. Rosenblum

* ESWC 2019 

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UrbanFM: Inferring Fine-Grained Urban Flows

Feb 06, 2019
Yuxuan Liang, Kun Ouyang, Lin Jing, Sijie Ruan, Ye Liu, Junbo Zhang, David S. Rosenblum, Yu Zheng

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Automatic trajectory measurement of large numbers of crowded objects

Feb 03, 2019
Hui Li, Ye Liu, Yan Qiu Chen

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Product Title Refinement via Multi-Modal Generative Adversarial Learning

Nov 11, 2018
Jianguo Zhang, Pengcheng Zou, Zhao Li, Yao Wan, Ye Liu, Xiuming Pan, Yu Gong, Philip S. Yu

* Workshop on Visually Grounded Interaction and Language, NIPS, 2018 

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Data-driven Blockbuster Planning on Online Movie Knowledge Library

Oct 24, 2018
Ye Liu, Jiawei Zhang, Chenwei Zhang, Philip S. Yu

* IEEE BigData 

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Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis

Jun 19, 2018
Ye Liu, Lifang He, Bokai Cao, Philip S. Yu, Ann B. Ragin, Alex D. Leow

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Action2Activity: Recognizing Complex Activities from Sensor Data

Nov 07, 2016
Ye Liu, Liqiang Nie, Lei Han, Luming Zhang, David S Rosenblum

* IJCAI 2015 

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Simultaneous Feature Learning and Hash Coding with Deep Neural Networks

Apr 14, 2015
Hanjiang Lai, Yan Pan, Ye Liu, Shuicheng Yan

* This paper has been accepted to IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2015 

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