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An End-to-End Differentiable Framework for Contact-Aware Robot Design


Jul 15, 2021
Jie Xu, Tao Chen, Lara Zlokapa, Michael Foshey, Wojciech Matusik, Shinjiro Sueda, Pulkit Agrawal

* Robotics: Science and Systems 

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CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction


Jun 21, 2021
Tao Chen, Haizhou Shi, Siliang Tang, Zhigang Chen, Fei Wu, Yueting Zhuang

* Accepted by ACL 2021 

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Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training


Jun 21, 2021
Tao Chen, Haochen Shi, Liyuan Liu, Siliang Tang, Jian Shao, Zhigang Chen, Yueting Zhuang

* Accepted by AAAI 2021 

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Dynamic Language Models for Continuously Evolving Content


Jun 11, 2021
Spurthi Amba Hombaiah, Tao Chen, Mingyang Zhang, Michael Bendersky, Marc Najork

* KDD 2021 

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UniKeyphrase: A Unified Extraction and Generation Framework for Keyphrase Prediction


Jun 09, 2021
Huanqin Wu, Wei Liu, Lei Li, Dan Nie, Tao Chen, Feng Zhang, Di Wang

* 11pages, 6 figures, 6 tables, to be published in ACL 2021 findings 

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Multi-Objectivizing Software Configuration Tuning (for a single performance concern)


May 31, 2021
Tao Chen, Miqing Li

* 13 pages, 7 figures, 4 tables. In Proceedings of the 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE'21), 2021 

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Gradient Descent in Materio


May 15, 2021
Marcus N. Boon, Hans-Christian Ruiz Euler, Tao Chen, Bram van de Ven, Unai Alegre Ibarra, Peter A. Bobbert, Wilfred G. van der Wiel


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LAMPRET: Layout-Aware Multimodal PreTraining for Document Understanding


Apr 16, 2021
Te-Lin Wu, Cheng Li, Mingyang Zhang, Tao Chen, Spurthi Amba Hombaiah, Michael Bendersky


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Residual Model Learning for Microrobot Control


Apr 01, 2021
Joshua Gruenstein, Tao Chen, Neel Doshi, Pulkit Agrawal


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Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation


Mar 26, 2021
Yazhou Yao, Tao Chen, Guosen Xie, Chuanyi Zhang, Fumin Shen, Qi Wu, Zhenmin Tang, Jian Zhang

* accepted by IEEE Conference on Computer Vision and Pattern Recognition, 2021 

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EADNet: Efficient Asymmetric Dilated Network for Semantic Segmentation


Mar 16, 2021
Qihang Yang, Tao Chen, Jiayuan Fan, Ye Lu, Chongyan Zuo, Qinghua Chi


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Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic Segmentation


Feb 22, 2021
Tao Chen, Guosen Xie, Yazhou Yao, Qiong Wang, Fumin Shen, Zhenmin Tang, Jian Zhang

* IEEE Transactions on Multimedia, 2021 

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TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis


Dec 31, 2020
Haisong Zhang, Lemao Liu, Haiyun Jiang, Yangming Li, Enbo Zhao, Kun Xu, Linfeng Song, Suncong Zheng, Botong Zhou, Jianchen Zhu, Xiao Feng, Tao Chen, Tao Yang, Dong Yu, Feng Zhang, Zhanhui Kang, Shuming Shi


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M3Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening from CT Imaging


Oct 07, 2020
Xuelin Qian, Huazhu Fu, Weiya Shi, Tao Chen, Yanwei Fu, Fei Shan, Xiangyang Xue

* IEEE Journal of Biomedical and Health Informatics (JBHI), 2020 

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PIDNet: An Efficient Network for Dynamic Pedestrian Intrusion Detection


Sep 01, 2020
Jingchen Sun, Jiming Chen, Tao Chen, Jiayuan Fan, Shibo He

* Proceedings of the 28th ACM International Conference on Multimedia (MM '20), October 12--16, 2020, Seattle, WA, USA 

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Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems


Jul 15, 2020
Xianfu Chen, Celimuge Wu, Tao Chen, Zhi Liu, Honggang Zhang, Mehdi Bennis, Hang Liu, Yusheng Ji


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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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