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Dapeng Wu

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

Server Averaging for Federated Learning


Mar 22, 2021
George Pu, Yanlin Zhou, Dapeng Wu, Xiaolin Li


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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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