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Comprehensive Information Integration Modeling Framework for Video Titling

Jun 24, 2020
Shengyu Zhang, Ziqi Tan, Jin Yu, Zhou Zhao, Kun Kuang, Tan Jiang, Jingren Zhou, Hongxia Yang, Fei Wu

* 11 pages, 6 figures, to appear in KDD 2020 proceedings 

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Adaptive Double-Exploration Tradeoff for Outlier Detection

May 13, 2020
Xiaojin Zhang, Honglei Zhuang, Shengyu Zhang, Yuan Zhou


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Grounded and Controllable Image Completion by Incorporating Lexical Semantics

Feb 29, 2020
Shengyu Zhang, Tan Jiang, Qinghao Huang, Ziqi Tan, Zhou Zhao, Siliang Tang, Jin Yu, Hongxia Yang, Yi Yang, Fei Wu

* 9 pages, 9 figures 

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Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models

Jun 22, 2019
Guangyong Chen, Pengfei Chen, Chang-Yu Hsieh, Chee-Kong Lee, Benben Liao, Renjie Liao, Weiwen Liu, Jiezhong Qiu, Qiming Sun, Jie Tang, Richard Zemel, Shengyu Zhang

* Authors are listed in alphabetical order 

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A Meta Approach to Defend Noisy Labels by the Manifold Regularizer PSDR

Jun 13, 2019
Pengfei Chen, Benben Liao, Guangyong Chen, Shengyu Zhang

* Correspondence to: Guangyong Chen  

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Utilizing Edge Features in Graph Neural Networks via Variational Information Maximization

Jun 13, 2019
Pengfei Chen, Weiwen Liu, Chang-Yu Hsieh, Guangyong Chen, Shengyu Zhang

* 1. Pengfei Chen and Weiwen Liu have equal contribution. 2. Correspondence to: Guangyong Chen  

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Rethinking the Usage of Batch Normalization and Dropout in the Training of Deep Neural Networks

May 15, 2019
Guangyong Chen, Pengfei Chen, Yujun Shi, Chang-Yu Hsieh, Benben Liao, Shengyu Zhang

* Correspondence to:Benben Liao  

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Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels

May 13, 2019
Pengfei Chen, Benben Liao, Guangyong Chen, Shengyu Zhang

* Correspondence to: Guangyong Chen  

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Quantum algorithms for feedforward neural networks

Dec 07, 2018
Jonathan Allcock, Chang-Yu Hsieh, Iordanis Kerenidis, Shengyu Zhang

* 18 pages, 2 figures 

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Online Clustering of Contextual Cascading Bandits

Nov 23, 2017
Shuai Li, Shengyu Zhang


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Networked Fairness in Cake Cutting

Jul 07, 2017
Xiaohui Bei, Youming Qiao, Shengyu Zhang

* A preliminary version of this paper appears at IJCAI 2017 

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On the Complexity of Trial and Error

Apr 18, 2013
Xiaohui Bei, Ning Chen, Shengyu Zhang


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