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Reinforcement Learning Control of Constrained Dynamic Systems with Uniformly Ultimate Boundedness Stability Guarantee

Nov 13, 2020
Minghao Han, Yuan Tian, Lixian Zhang, Jun Wang, Wei Pan


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PolicyQA: A Reading Comprehension Dataset for Privacy Policies

Oct 06, 2020
Wasi Uddin Ahmad, Jianfeng Chi, Yuan Tian, Kai-Wei Chang

* EMNLP Findings 2020 (short paper) 

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Dual-path CNN with Max Gated block for Text-Based Person Re-identification

Sep 20, 2020
Tinghuai Ma, Mingming Yang, Huan Rong, Yurong Qian, Yurong Qian, Yuan Tian, NajlaAl-Nabhan


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Object Detection in the Context of Mobile Augmented Reality

Aug 15, 2020
Xiang Li, Yuan Tian, Fuyao Zhang, Shuxue Quan, Yi Xu

* accepted to IEEE International Symposium on Mixed and Augmented Reality (ISMAR) 2020 

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Video-ception Network: Towards Multi-Scale Efficient Asymmetric Spatial-Temporal Interactions

Jul 22, 2020
Yuan Tian, Guangzhao Zhai, Zhiyong Gao


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Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search

Jul 17, 2020
Yuan Tian, Qin Wang, Zhiwu Huang, Wen Li, Dengxin Dai, Minghao Yang, Jun Wang, Olga Fink

* To appear in ECCV 2020 

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Model-Targeted Poisoning Attacks: Provable Convergence and Certified Bounds

Jun 30, 2020
Fnu Suya, Saeed Mahloujifar, David Evans, Yuan Tian

* 21 pages, code available at: https://github.com/suyeecav/model-targeted-poisoning 

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Real-Time Model Calibration with Deep Reinforcement Learning

Jun 09, 2020
Yuan Tian, Manuel Arias Chao, Chetan Kulkarni, Kai Goebel, Olga Fink

* 18 pages, 10 figures 

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Toward Autonomous Robotic Micro-Suturing using Optical Coherence Tomography Calibration and Path Planning

Mar 04, 2020
Yuan Tian, Mark Draelos, Gao Tang, Ruobing Qian, Anthony Kuo, Joseph Izatt, Kris Hauser

* 7 pages, 11 figures, 2 tables. Accepted to the 2020 International Conference on Robotics and Automation (ICRA) 

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GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks

Jan 17, 2020
Qiang Huang, Makoto Yamada, Yuan Tian, Dinesh Singh, Dawei Yin, Yi Chang


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Convex Reconstruction of Structured Matrix Signals from Linear Measurements (I): Theoretical Results

Dec 01, 2019
Yuan Tian


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$H_\infty$ Model-free Reinforcement Learning with Robust Stability Guarantee

Nov 15, 2019
Minghao Han, Yuan Tian, Lixian Zhang, Jun Wang, Wei Pan

* NeurIPS 2019 Workshop on Robot Learning: Control and Interaction in the Real World, Vancouver, Canada 

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$H_\inf$ Model-free Reinforcement Learning with Robust Stability Guarantee

Nov 07, 2019
Minghao Han, Yuan Tian, Lixian Zhang, Jun Wang, Wei Pan

* NeurIPS 2019 Workshop on Robot Learning: Control and Interaction in the Real World, Vancouver, Canada 

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Convex Reconstruction of Structured Matrix Signals from Random Linear Measurements (I): Theoretical Results

Oct 26, 2019
Yuan Tian


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A Novel Hierarchical Binary Tagging Framework for Joint Extraction of Entities and Relations

Sep 07, 2019
Zhepei Wei, Jianlin Su, Yue Wang, Yuan Tian, Yi Chang

* 9 pages, 4 figures 

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Joint Extraction of Entities and Relations with a Hierarchical Multi-task Tagging Model

Aug 23, 2019
Zhepei Wei, Yantao Jia, Yuan Tian, Mohammad Javad Hosseini, Mark Steedman, Yi Chang

* 10 pages, 3 figures 

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Adversarial Task-Specific Privacy Preservation under Attribute Attack

Jun 19, 2019
Han Zhao, Jianfeng Chi, Yuan Tian, Geoffrey J. Gordon


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PatchNet: A Tool for Deep Patch Classification

Mar 26, 2019
Thong Hoang, Julia Lawall, Richard J. Oentaryo, Yuan Tian, David Lo

* International Conference on Software Engineering (ICSE), 2019 

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Privacy Partitioning: Protecting User Data During the Deep Learning Inference Phase

Dec 07, 2018
Jianfeng Chi, Emmanuel Owusu, Xuwang Yin, Tong Yu, William Chan, Patrick Tague, Yuan Tian


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Query-limited Black-box Attacks to Classifiers

Dec 23, 2017
Fnu Suya, Yuan Tian, David Evans, Paolo Papotti

* 5 Pages, 2017 NIPS workshop on machine learning and computer security (12/08/2017-12/09/2017) 

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WebAPIRec: Recommending Web APIs to Software Projects via Personalized Ranking

May 01, 2017
Ferdian Thung, Richard J. Oentaryo, David Lo, Yuan Tian

* IEEE Transactions on Emerging Topics in Computational Intelligence 2017 
* IEEE Transactions on Emerging Topics in Computational Intelligence, 2017 

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Background Subtraction via Generalized Fused Lasso Foreground Modeling

Apr 14, 2015
Bo Xin, Yuan Tian, Yizhou Wang, Wen Gao


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