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Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems

Nov 20, 2020
Rui Wang, Danielle Maddix, Christos Faloutsos, Yuyang Wang, Rose Yu


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Dynamic Relay Selection and Power Allocation for Minimizing Outage Probability: A Hierarchical Reinforcement Learning Approach

Nov 10, 2020
Yuanzhe Geng, Erwu Liu, Rui Wang, Yiming Liu


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Deep Reinforcement Learning Based Dynamic Route Planning for Minimizing Travel Time

Nov 03, 2020
Yuanzhe Geng, Erwu Liu, Rui Wang, Yiming Liu


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Learning Centric Wireless Resource Allocation for Edge Computing: Algorithm and Experiment

Oct 29, 2020
Liangkai Zhou, Yuncong Hong, Shuai Wang, Ruihua Han, Dachuan Li, Rui Wang, Qi Hao

* 18 pages, 4 figures, submitted to IEEE Transactions on Vehicular Technology 

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SJTU-NICT's Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task

Oct 11, 2020
Zuchao Li, Hai Zhao, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita

* WMT20 

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High-order Semantic Role Labeling

Oct 09, 2020
Zuchao Li, Hai Zhao, Rui Wang, Kevin Parnow

* EMNLP 2020, ACL Findings 

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Investigating Constraint Relationship in Evolutionary Many-Constraint Optimization

Oct 09, 2020
Mengjun Ming, Rui Wang, Tao Zhang


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A novel control mode of bionic morphing tail based on deep reinforcement learning

Oct 08, 2020
Liming Zheng, Zhou Zhou, Pengbo Sun, Zhilin Zhang, Rui Wang

* PDF, 8 pages with 10 figures, IEEE Robotics and Automation Letters and ICRA (under review) 

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Neural Topic Modeling by Incorporating Document Relationship Graph

Sep 29, 2020
Deyu Zhou, Xuemeng Hu, Rui Wang

* Accepted by EMNLP 2020 

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Neural Topic Modeling with Cycle-Consistent Adversarial Training

Sep 29, 2020
Xuemeng Hu, Rui Wang, Deyu Zhou, Yuxuan Xiong

* Accepted by EMNLP 2020 

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Graph-to-Sequence Neural Machine Translation

Sep 16, 2020
Sufeng Duan, Hai Zhao, Rui Wang


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4Seasons: A Cross-Season Dataset for Multi-Weather SLAM in Autonomous Driving

Sep 14, 2020
Patrick Wenzel, Rui Wang, Nan Yang, Qing Cheng, Qadeer Khan, Lukas von Stumberg, Niclas Zeller, Daniel Cremers

* German Conference on Pattern Recognition (GCPR 2020) 

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What leads to generalization of object proposals?

Aug 13, 2020
Rui Wang, Dhruv Mahajan, Vignesh Ramanathan


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Safe and Effective Picking Paths in Clutter given Discrete Distributions of Object Poses

Aug 11, 2020
Rui Wang, Chaitanya Mitash, Shiyang Lu, Daniel Boehm, Kostas E. Bekris

* 8 pages. Accepted to International Conference on Intelligent Robots and Systems (IROS) 2020 

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Learning Centric Power Allocation for Edge Intelligence

Jul 21, 2020
Shuai Wang, Rui Wang, Qi Hao, Yik-Chung Wu, H. Vincent Poor

* 6 pages, 7 figures, in Proc. IEEE ICC 2020, Wireless Communications Symposium, Jun. 2020. arXiv admin note: substantial text overlap with arXiv:1911.04922 

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DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DoF Relocalization

Jul 17, 2020
Juan Du, Rui Wang, Daniel Cremers

* ECCV 2020, sportlight 

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DeepNetQoE: Self-adaptive QoE Optimization Framework of Deep Networks

Jul 17, 2020
Rui Wang, Min Chen, Nadra Guizani, Yong Li, Hamid Gharavi, Kai Hwang


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Neural Architecture Search with GBDT

Jul 09, 2020
Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Enhong Chen, Tie-Yan Liu

* Code is available at https://github.com/renqianluo/GBDT-NAS 

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Grasp State Assessment of Deformable Objects Using Visual-Tactile Fusion Perception

Jun 23, 2020
Shaowei Cui, Rui Wang, Junhang Wei, Fanrong Li, Shuo Wang

* 7 pages, 9 figures, ICRA 2020 accepted 

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Students Need More Attention: BERT-based AttentionModel for Small Data with Application to AutomaticPatient Message Triage

Jun 22, 2020
Shijing Si, Rui Wang, Jedrek Wosik, Hao Zhang, David Dov, Guoyin Wang, Ricardo Henao, Lawrence Carin

* 20 pages, Machine Learning for Healthcare 2020 (To appear) 

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Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond

May 13, 2020
Zhuosheng Zhang, Hai Zhao, Rui Wang

* 51 pages 

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Aortic Pressure Forecasting with Deep Sequence Learning

May 12, 2020
Rui Wang, Eliza Huang, Uma Chandrasekaran, Rose Yu


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Syntax-aware Data Augmentation for Neural Machine Translation

Apr 29, 2020
Sufeng Duan, Hai Zhao, Dongdong Zhang, Rui Wang


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Multi-Domain Dialogue Acts and Response Co-Generation

Apr 26, 2020
Kai Wang, Junfeng Tian, Rui Wang, Xiaojun Quan, Jianxing Yu

* To appear at ACL 2020 

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Relational Graph Attention Network for Aspect-based Sentiment Analysis

Apr 26, 2020
Kai Wang, Weizhou Shen, Yunyi Yang, Xiaojun Quan, Rui Wang

* To appear at ACL 2020 

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Neural Topic Modeling with Bidirectional Adversarial Training

Apr 26, 2020
Rui Wang, Xuemeng Hu, Deyu Zhou, Yulan He, Yuxuan Xiong, Chenchen Ye, Haiyang Xu

* To appear at ACL2020 

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Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation

Apr 21, 2020
Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao

* Accepted to ACL 2020 

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Enhanced POET: Open-Ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions

Apr 13, 2020
Rui Wang, Joel Lehman, Aditya Rawal, Jiale Zhi, Yulun Li, Jeff Clune, Kenneth O. Stanley

* 23 pages, 14 figures 

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SFE-GACN: A Novel Unknown Attack Detection Method Using Intra Categories Generation in Embedding Space

Apr 12, 2020
Ao Liu, Guangquan Xu, Dexiang Zhou, Xi Zheng, Jianting Ning, Rui Wang, Hao Wang, Hong-Ning Dai, Xiaojiang Du

* 19 pages, 9 figures, submitted to European Symposium on Research in Computer Security 2020 

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Self Punishment and Reward Backfill for Deep Q-Learning

Apr 10, 2020
Mohammad Reza Bonyadi, Rui Wang, Maryam Ziaei


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