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Dapeng Wu

NSF Center for Big Learning, University of Florida, Gainesville, FL

ES Attack: Model Stealing against Deep Neural Networks without Data Hurdles

Sep 21, 2020
Xiaoyong Yuan, Lei Ding, Lan Zhang, Xiaolin Li, Dapeng Wu


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Distilled One-Shot Federated Learning

Sep 17, 2020
Yanlin Zhou, George Pu, Xiyao Ma, Xiaolin Li, Dapeng Wu


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Asking Complex Questions with Multi-hop Answer-focused Reasoning

Sep 16, 2020
Xiyao Ma, Qile Zhu, Yanlin Zhou, Xiaolin Li, Dapeng Wu


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Connecting Web Event Forecasting with Anomaly Detection: A Case Study on Enterprise Web Applications Using Self-Supervised Neural Networks

Sep 07, 2020
Xiaoyong Yuan, Lei Ding, Malek Ben Salem, Xiaolin Li, Dapeng Wu

* accepted at EAI SecureComm 2020 

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PRI-VAE: Principle-of-Relevant-Information Variational Autoencoders

Jul 13, 2020
Yanjun Li, Shujian Yu, Jose C. Principe, Xiaolin Li, Dapeng Wu


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A Batch Normalized Inference Network Keeps the KL Vanishing Away

Jun 01, 2020
Qile Zhu, Jianlin Su, Wei Bi, Xiaojiang Liu, Xiyao Ma, Xiaolin Li, Dapeng Wu

* An extension for the original ACL 2020 paper 

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Application of Deep Interpolation Network for Clustering of Physiologic Time Series

Apr 27, 2020
Yanjun Li, Yuanfang Ren, Tyler J. Loftus, Shounak Datta, M. Ruppert, Ziyuan Guan, Dapeng Wu, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Azra Bihorac


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Improving Question Generation with Sentence-level Semantic Matching and Answer Position Inferring

Feb 03, 2020
Xiyao Ma, Qile Zhu, Yanlin Zhou, Xiaolin Li, Dapeng Wu

* Revised version of paper accepted to Thirty-fourth AAAI Conference on Artificial Intelligence 

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DeepAtom: A Framework for Protein-Ligand Binding Affinity Prediction

Dec 01, 2019
Yanjun Li, Mohammad A. Rezaei, Chenglong Li, Xiaolin Li, Dapeng Wu

* IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2019) 
* Accepted IEEE BIBM 2019 paper with minor revisions 

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Adaptive Leader-Follower Formation Control and Obstacle Avoidance via Deep Reinforcement Learning

Nov 15, 2019
Yanlin Zhou, Fan Lu, George Pu, Xiyao Ma, Runhan Sun, Hsi-Yuan Chen, Xiaolin Li, Dapeng Wu

* IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2019) 
* Accepted IROS 2019 paper with minor revisions 

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Attentive Tensor Product Learning

Nov 01, 2018
Qiuyuan Huang, Li Deng, Dapeng Wu, Chang Liu, Xiaodong He


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A Neural-Symbolic Approach to Design of CAPTCHA

Sep 25, 2018
Qiuyuan Huang, Paul Smolensky, Xiaodong He, Li Deng, Dapeng Wu

* arXiv admin note: substantial text overlap with arXiv:1709.09118 

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Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation

Sep 07, 2018
Qiuyuan Huang, Zhe Gan, Asli Celikyilmaz, Dapeng Wu, Jianfeng Wang, Xiaodong He


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Turbo Learning for Captionbot and Drawingbot

May 21, 2018
Qiuyuan Huang, Pengchuan Zhang, Dapeng Wu, Lei Zhang


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Structured Memory based Deep Model to Detect as well as Characterize Novel Inputs

Jan 30, 2018
Pratik Prabhanjan Brahma, Qiuyuan Huang, Dapeng Wu

* 7 pages, 6 figures 

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Tensor Product Generation Networks for Deep NLP Modeling

Dec 16, 2017
Qiuyuan Huang, Paul Smolensky, Xiaodong He, Li Deng, Dapeng Wu


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Context-Aware Online Learning for Course Recommendation of MOOC Big Data

Oct 16, 2016
Yifan Hou, Pan Zhou, Ting Wang, Li Yu, Yuchong Hu, Dapeng Wu


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Differentially Private Online Learning for Cloud-Based Video Recommendation with Multimedia Big Data in Social Networks

Feb 01, 2016
Pan Zhou, Yingxue Zhou, Dapeng Wu, Hai Jin


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Joint Association Graph Screening and Decomposition for Large-scale Linear Dynamical Systems

Nov 17, 2014
Yiyuan She, Yuejia He, Shijie Li, Dapeng Wu


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Learning Topology and Dynamics of Large Recurrent Neural Networks

Oct 05, 2014
Yiyuan She, Yuejia He, Dapeng Wu


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Group Iterative Spectrum Thresholding for Super-Resolution Sparse Spectral Selection

Jul 29, 2013
Yiyuan She, Huanghuang Li, Jiangping Wang, Dapeng Wu


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