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Decision-making for Autonomous Vehicles on Highway: Deep Reinforcement Learning with Continuous Action Horizon

Aug 26, 2020
Teng Liu, Hong Wang, Bing Lu, Jun Li, Dongpu Cao

* 9 pages, 10 figures 

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From Rain Removal to Rain Generation

Aug 08, 2020
Hong Wang, Zongsheng Yue, Qi Xie, Qian Zhao, Deyu Meng


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Digital Quadruplets for Cyber-Physical-Social Systems based Parallel Driving: From Concept to Applications

Jul 21, 2020
Teng Liu, Xing Yang, Hong Wang, Xiaolin Tang, Long Chen, Huilong Yu, Fei-Yue Wang

* 6 pages, 8 figures 

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Dueling Deep Q Network for Highway Decision Making in Autonomous Vehicles: A Case Study

Jul 16, 2020
Teng Liu, Xingyu Mu, Xiaolin Tang, Bing Huang, Hong Wang, Dongpu Cao

* 5 pages, 6 figures 

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Transferred Energy Management Strategies for Hybrid Electric Vehicles Based on Driving Conditions Recognition

Jul 16, 2020
Teng Liu, Xiaolin Tang, Jiaxin Chen, Hong Wang, Wenhao Tan, Yalian Yang

* 6 pages, 5 figures 

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Structural Residual Learning for Single Image Rain Removal

May 19, 2020
Hong Wang, Yichen Wu, Qi Xie, Qian Zhao, Yong Liang, Deyu Meng


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A Model-driven Deep Neural Network for Single Image Rain Removal

May 04, 2020
Hong Wang, Qi Xie, Qian Zhao, Deyu Meng


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Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering

Apr 30, 2020
Wenhan Xiong, Hong Wang, William Yang Wang


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HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data

Apr 15, 2020
Wenhu Chen, Hanwen Zha, Zhiyu Chen, Wenhan Xiong, Hong Wang, William Wang

* Dataset Description of HybridQA 

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Optimal Analysis of Subset-Selection Based L_p Low Rank Approximation

Oct 30, 2019
Chen Dan, Hong Wang, Hongyang Zhang, Yuchen Zhou, Pradeep Ravikumar

* 20 pages, accepted by NeurIPS 2019 

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TabFact: A Large-scale Dataset for Table-based Fact Verification

Oct 08, 2019
Wenhu Chen, Hongmin Wang, Jianshu Chen, Yunkai Zhang, Hong Wang, Shiyang Li, Xiyou Zhou, William Yang Wang

* Table-based Fact Verification Dataset on Structured Information 

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A Survey on Rain Removal from Video and Single Image

Oct 03, 2019
Hong Wang, Yichen Wu, Minghan Li, Qian Zhao, Deyu Meng


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Fine-tune Bert for DocRED with Two-step Process

Sep 26, 2019
Hong Wang, Christfried Focke, Rob Sylvester, Nilesh Mishra, William Wang


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Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering

Sep 17, 2019
Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Hong Wang, Shiyu Chang, Murray Campbell, William Yang Wang


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Meta Reasoning over Knowledge Graphs

Aug 13, 2019
Hong Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang, William Yang Wang


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TWEETQA: A Social Media Focused Question Answering Dataset

Jul 14, 2019
Wenhan Xiong, Jiawei Wu, Hong Wang, Vivek Kulkarni, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang

* ACL 2019 

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Improving Branch Prediction By Modeling Global History with Convolutional Neural Networks

Jun 20, 2019
Stephen J Tarsa, Chit-Kwan Lin, Gokce Keskin, Gautham Chinya, Hong Wang

* 2nd ISCA International Workshop on AI Assisted Design for Architecture (AIDArc), June 2019, Phoenix, AZ, USA 

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Self-Supervised Learning for Contextualized Extractive Summarization

Jun 11, 2019
Hong Wang, Xin Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang, William Yang Wang

* Accepted to ACL 2019 

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Sentence Embedding Alignment for Lifelong Relation Extraction

Mar 26, 2019
Hong Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang, William Yang Wang

* Accepted to NAACL 2019 

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Arbitrary-Oriented Scene Text Detection via Rotation Proposals

Mar 15, 2018
Jianqi Ma, Weiyuan Shao, Hao Ye, Li Wang, Hong Wang, Yingbin Zheng, Xiangyang Xue

* IEEE Transactions on Multimedia, vol. 20, no. 11, pp. 3111-3122, 2018 
* Code is available at: https://github.com/mjq11302010044/RRPN 

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Adversarial Structured Prediction for Multivariate Measures

Dec 21, 2017
Hong Wang, Ashkan Rezaei, Brian D. Ziebart


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Evolving Boxes for Fast Vehicle Detection

Mar 29, 2017
Li Wang, Yao Lu, Hong Wang, Yingbin Zheng, Hao Ye, Xiangyang Xue

* IEEE International Conference on Multimedia and Expo (ICME), 2017, pp. 1135-1140 

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