Tao Chen

Do not forget interaction: Predicting fatality of COVID-19 patients using logistic regression

Jun 30, 2020
Feng Zhou, Tao Chen, Baiying Lei

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Context-Based Quotation Recommendation

May 17, 2020
Ansel MacLaughlin, Tao Chen, Burcu Karagol Ayan, Dan Roth

* 11 pages, 2 figures

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MGGR: MultiModal-Guided Gaze Redirection with Coarse-to-Fine Learning

Apr 13, 2020
Jingjing Chen, Jichao Zhang, Jiayuan Fan, Tao Chen, Enver Sangineto, Nicu Sebe

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Cascade EF-GAN: Progressive Facial Expression Editing with Local Focuses

Mar 25, 2020
Rongliang Wu, Gongjie Zhang, Shijian Lu, Tao Chen

* Accepted to CVPR 2020

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How to Evaluate Solutions in Pareto-based Search-Based Software Engineering? A Critical Review and Methodological Guidance

Feb 27, 2020
Miqing Li, Tao Chen, Xin Yao

* submitted, 7 figures and 5 tables

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Understanding the Automated Parameter Optimization on Transfer Learning for CPDP: An Empirical Study

Feb 08, 2020
Ke Li, Zilin Xiang, Tao Chen, Shuo Wang, Kay Chen Tan

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Search-Based Software Engineering for Self-Adaptive Systems: One Survey, Five Disappointments and Six Opportunities

Jan 22, 2020
Tao Chen, Miqing Li, Ke Li, Kalyanmoy Deb

* submitted; 21 pages, 6 tables and 17 figures

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Synergizing Domain Expertise with Self-Awareness in Software Systems: A Patternized Architecture Guideline

Jan 20, 2020
Tao Chen, Rami Bahsoon, Xin Yao

* submitted; 31 pages, 10 tables and 29 figures

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Learning to Augment Expressions for Few-shot Fine-grained Facial Expression Recognition

Jan 17, 2020
Wenxuan Wang, Yanwei Fu, Qiang Sun, Tao Chen, Chenjie Cao, Ziqi Zheng, Guoqiang Xu, Han Qiu, Yu-Gang Jiang, Xiangyang Xue

* 17 pages, 18 figures

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A Gegenbauer Neural Network with Regularized Weights Direct Determination for Classification

Oct 25, 2019
Jie He, Tao Chen, Zhijun Zhang

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CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases

Sep 11, 2019
Tao Yu, Rui Zhang, He Yang Er, Suyi Li, Eric Xue, Bo Pang, Xi Victoria Lin, Yi Chern Tan, Tianze Shi, Zihan Li, Youxuan Jiang, Michihiro Yasunaga, Sungrok Shim, Tao Chen, Alexander Fabbri, Zifan Li, Luyao Chen, Yuwen Zhang, Shreya Dixit, Vincent Zhang, Caiming Xiong, Richard Socher, Walter S Lasecki, Dragomir Radev

* Accepted to EMNLP 2019, long paper

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Age of Information-Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective

Aug 06, 2019
Xianfu Chen, Celimuge Wu, Tao Chen, Honggang Zhang, Zhi Liu, Yan Zhang, Mehdi Bennis

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A Fine-Grained Facial Expression Database for End-to-End Multi-Pose Facial Expression Recognition

Jul 25, 2019
Wenxuan Wang, Qiang Sun, Tao Chen, Chenjie Cao, Ziqi Zheng, Guoqiang Xu, Han Qiu, Yanwei Fu

* 10 pages, 8 figures

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PyRobot: An Open-source Robotics Framework for Research and Benchmarking

Jun 19, 2019
Adithyavairavan Murali, Tao Chen, Kalyan Vasudev Alwala, Dhiraj Gandhi, Lerrel Pinto, Saurabh Gupta, Abhinav Gupta

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SParC: Cross-Domain Semantic Parsing in Context

Jun 05, 2019
Tao Yu, Rui Zhang, Michihiro Yasunaga, Yi Chern Tan, Xi Victoria Lin, Suyi Li, Heyang Er, Irene Li, Bo Pang, Tao Chen, Emily Ji, Shreya Dixit, David Proctor, Sungrok Shim, Jonathan Kraft, Vincent Zhang, Caiming Xiong, Richard Socher, Dragomir Radev

* Accepted to ACL 2019, long paper

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Sim-to-(Multi)-Real: Transfer of Low-Level Robust Control Policies to Multiple Quadrotors

Apr 16, 2019
Artem Molchanov, Tao Chen, Wolfgang Hönig, James A. Preiss, Nora Ayanian, Gaurav S. Sukhatme

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On Using Retrained and Incremental Machine Learning for Modeling Performance of Adaptable Software: An Empirical Comparison

Mar 25, 2019
Tao Chen

* preprint of the accepted paper for the 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS 2019)

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Learning Exploration Policies for Navigation

Mar 05, 2019
Tao Chen, Saurabh Gupta, Abhinav Gupta

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Hardware Conditioned Policies for Multi-Robot Transfer Learning

Jan 13, 2019
Tao Chen, Adithyavairavan Murali, Abhinav Gupta

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Fine-Grained Facial Expression Analysis Using Dimensional Emotion Model

May 02, 2018
Feng Zhou, Shu Kong, Charless Fowlkes, Tao Chen, Baiying Lei

* code: http://www.ics.uci.edu/~skong2/DimensionalEmotionModel.html

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A Comparison of Word Embeddings for English and Cross-Lingual Chinese Word Sense Disambiguation

Apr 09, 2017
Hong Jin Kang, Tao Chen, Muthu Kumar Chandrasekaran, Min-Yen Kan

* Proceedings of the 3rd Workshop on Natural Language Processing Techniques for Educational Applications, pages 30 to 39, Osaka, Japan, December 12 2016
* 10 pages. Appears in the Proceedings of The 3rd Workshop on Natural Language Processing Techniques for Educational Applications (NLPTEA 2016)

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Tao Chen

Do not forget interaction: Predicting fatality of COVID-19 patients using logistic regression

Context-Based Quotation Recommendation

MGGR: MultiModal-Guided Gaze Redirection with Coarse-to-Fine Learning

Cascade EF-GAN: Progressive Facial Expression Editing with Local Focuses

How to Evaluate Solutions in Pareto-based Search-Based Software Engineering? A Critical Review and Methodological Guidance

Understanding the Automated Parameter Optimization on Transfer Learning for CPDP: An Empirical Study

Search-Based Software Engineering for Self-Adaptive Systems: One Survey, Five Disappointments and Six Opportunities

Synergizing Domain Expertise with Self-Awareness in Software Systems: A Patternized Architecture Guideline

Learning to Augment Expressions for Few-shot Fine-grained Facial Expression Recognition

A Gegenbauer Neural Network with Regularized Weights Direct Determination for Classification

CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases

Age of Information-Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective

A Fine-Grained Facial Expression Database for End-to-End Multi-Pose Facial Expression Recognition

PyRobot: An Open-source Robotics Framework for Research and Benchmarking

SParC: Cross-Domain Semantic Parsing in Context

Sim-to-(Multi)-Real: Transfer of Low-Level Robust Control Policies to Multiple Quadrotors

On Using Retrained and Incremental Machine Learning for Modeling Performance of Adaptable Software: An Empirical Comparison

Learning Exploration Policies for Navigation

Hardware Conditioned Policies for Multi-Robot Transfer Learning

Fine-Grained Facial Expression Analysis Using Dimensional Emotion Model

A Comparison of Word Embeddings for English and Cross-Lingual Chinese Word Sense Disambiguation

Multilingual Visual Sentiment Concept Matching

Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology

DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks

Latent Tree Models and Approximate Inference in Bayesian Networks

On Improving Energy Efficiency within Green Femtocell Networks: A Hierarchical Reinforcement Learning Approach