Rui Wang

Meta-Learning Dynamics Forecasting Using Task Inference

Feb 20, 2021
Rui Wang, Robin Walters, Rose Yu

Access Paper or Ask Questions

Edge Federated Learning Via Unit-Modulus Over-The-Air Computation (Extended Version)

Feb 16, 2021
Shuai Wang, Yuncong Hong, Rui Wang, Qi Hao, Yik-Chung Wu, Derrick Wing Kwan Ng

* 34 pages, 7 figures, submitted to IEEE for possible publication

Access Paper or Ask Questions

Text Compression-aided Transformer Encoding

Feb 11, 2021
Zuchao Li, Zhuosheng Zhang, Hai Zhao, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita

Access Paper or Ask Questions

Tight Integration of Feature-Based Relocalization in Monocular Direct Visual Odometry

Feb 08, 2021
Mariia Gladkova, Rui Wang, Niclas Zeller, Daniel Cremers

* A typo in the title is corrected

Access Paper or Ask Questions

LightSpeech: Lightweight and Fast Text to Speech with Neural Architecture Search

Feb 08, 2021
Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Jinzhu Li, Sheng Zhao, Enhong Chen, Tie-Yan Liu

* Accepted to ICASSP 21

Access Paper or Ask Questions

Tight-Integration of Feature-Based Relocalization in Monocular Direct Visual Odometry

Feb 01, 2021
Mariia Gladkova, Rui Wang, Niclas Zeller, Daniel Cremers

Access Paper or Ask Questions

Uniform Object Rearrangement: From Complete Monotone Primitives to Efficient Non-Monotone Informed Search

Jan 28, 2021
Rui Wang, Kai Gao, Daniel Nakhimovich, Jingjin Yu, Kostas E. Bekris

* 7 pages. Submitted to IEEE International Conference on Robotics and Automation (ICRA) 2021

Access Paper or Ask Questions

To Understand Representation of Layer-aware Sequence Encoders as Multi-order-graph

Jan 16, 2021
Sufeng Duan, Hai Zhao, Rui Wang

* arXiv admin note: text overlap with arXiv:2009.07489

Access Paper or Ask Questions

Unsupervised heart abnormality detection based on phonocardiogram analysis with Beta Variational Auto-Encoders

Jan 14, 2021
Shengchen Li, Ke Tian, Rui Wang

Access Paper or Ask Questions

SG-Net: Syntax Guided Transformer for Language Representation

Jan 07, 2021
Zhuosheng Zhang, Yuwei Wu, Junru Zhou, Sufeng Duan, Hai Zhao, Rui Wang

* The early version accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). Journal extension of arXiv:1908.05147 (AAAI 2020)

Access Paper or Ask Questions

Accurate Word Representations with Universal Visual Guidance

Dec 30, 2020
Zhuosheng Zhang, Haojie Yu, Hai Zhao, Rui Wang, Masao Utiyama

Access Paper or Ask Questions

Reconfigurable Intelligent Surface Assisted Mobile Edge Computing with Heterogeneous Learning Tasks

Dec 25, 2020
Shanfeng Huang, Shuai Wang, Rui Wang, Miaowen Wen, Kaibin Huang

* 30 pages, 8 figures, submitted to IEEE Transactions on Cognitive Communications and Networking

Access Paper or Ask Questions

SOE-Net: A Self-Attention and Orientation Encoding Network for Point Cloud based Place Recognition

Nov 24, 2020
Yan Xia, Yusheng Xu, Shuang Li, Rui Wang, Juan Du, Daniel Cremers, Uwe Stilla

* 10 pages, 7 figures, 6 tables

Access Paper or Ask Questions

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

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

Access Paper or Ask Questions

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

Access Paper or Ask Questions

Deep Reinforcement Learning Based Dynamic Route Planning for Minimizing Travel Time

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

Access Paper or Ask Questions

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

Access Paper or Ask Questions

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

Access Paper or Ask Questions

High-order Semantic Role Labeling

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

* EMNLP 2020, ACL Findings

Access Paper or Ask Questions

Investigating Constraint Relationship in Evolutionary Many-Constraint Optimization

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

Access Paper or Ask Questions

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)

Access Paper or Ask Questions

Neural Topic Modeling by Incorporating Document Relationship Graph

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

* Accepted by EMNLP 2020

Access Paper or Ask Questions

Neural Topic Modeling with Cycle-Consistent Adversarial Training

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

* Accepted by EMNLP 2020

Access Paper or Ask Questions

Graph-to-Sequence Neural Machine Translation

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

Access Paper or Ask Questions

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)

Access Paper or Ask Questions

What leads to generalization of object proposals?

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

Access Paper or Ask Questions

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

Access Paper or Ask Questions

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

Access Paper or Ask Questions