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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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A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining

Oct 11, 2020
Jiahua Chen, Shuai Wang, Sahisnu Mazumder, Bing Liu

* Accepted to Proceedings of EMNLP 2020 (Findings) 

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Resource-Enhanced Neural Model for Event Argument Extraction

Oct 06, 2020
Jie Ma, Shuai Wang, Rishita Anubhai, Miguel Ballesteros, Yaser Al-Onaizan

* Findings of EMNLP 2020 

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F2ED-Learning: Good Fences Make Good Neighbors

Oct 02, 2020
Lun Wang, Qi Pang, Shuai Wang, Dawn Song


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Edge Learning with Unmanned Ground Vehicle: Joint Path, Energy and Sample Size Planning

Sep 07, 2020
Dan Liu, Shuai Wang, Zhigang Wen, Lei Cheng, Miaowen Wen, Yik-Chung Wu

* 16 pages, 6 figures, to appear in IEEE Internet of Things Journal 

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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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Deep Job Understanding at LinkedIn

May 29, 2020
Shan Li, Baoxu Shi, Jaewon Yang, Ji Yan, Shuai Wang, Fei Chen, Qi He

* 4 pages, to appear in SIGIR2020 

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Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon

Apr 29, 2020
Shuai Wang, Guangyi Lv, Sahisnu Mazumder, Bing Liu


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Improving Positive Unlabeled Learning: Practical AUL Estimation and New Training Method for Extremely Imbalanced Data Sets

Apr 21, 2020
Liwei Jiang, Dan Li, Qisheng Wang, Shuai Wang, Songtao Wang

* 10 pages, 4 figures 

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Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events

Apr 08, 2020
Miguel Ballesteros, Rishita Anubhai, Shuai Wang, Nima Pourdamghani, Yogarshi Vyas, Jie Ma, Parminder Bhatia, Kathleen McKeown, Yaser Al-Onaizan


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MUTATT: Visual-Textual Mutual Guidance for Referring Expression Comprehension

Mar 20, 2020
Shuai Wang, Fan Lyu, Wei Feng, Song Wang

* 6 pages, Accepted by ICME-2020 

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Intelligent Home 3D: Automatic 3D-House Design from Linguistic Descriptions Only

Mar 01, 2020
Qi Chen, Qi Wu, Rui Tang, Yuhan Wang, Shuai Wang, Mingkui Tan

* To appear in CVPR2020 

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Federated Clustering via Matrix Factorization Models: From Model Averaging to Gradient Sharing

Feb 12, 2020
Shuai Wang, Tsung-Hui Chang


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Metamorphic Testing for Object Detection Systems

Dec 19, 2019
Shuai Wang, Zhendong Su


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Machine Intelligence at the Edge with Learning Centric Power Allocation

Nov 12, 2019
Shuai Wang, Yik-Chung Wu, Minghua Xia, Rui Wang, H. Vincent Poor

* 32 pages, submitted to IEEE Transactions on Wireless Communications 

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Building an Application Independent Natural Language Interface

Oct 30, 2019
Sahisnu Mazumder, Bing Liu, Shuai Wang, Sepideh Esmaeilpour


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BUT System Description to VoxCeleb Speaker Recognition Challenge 2019

Oct 16, 2019
Hossein Zeinali, Shuai Wang, Anna Silnova, Pavel Matějka, Oldřich Plchot


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Lifelong and Interactive Learning of Factual Knowledge in Dialogues

Jul 31, 2019
Sahisnu Mazumder, Bing Liu, Shuai Wang, Nianzu Ma

* Accepted in SIGDIAL 2019 

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Margin Matters: Towards More Discriminative Deep Neural Network Embeddings for Speaker Recognition

Jun 18, 2019
Xu Xiang, Shuai Wang, Houjun Huang, Yanmin Qian, Kai Yu

* not accepted by INTERSPEECH 2019 

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Forward and Backward Knowledge Transfer for Sentiment Classification

Jun 08, 2019
Hao Wang, Bing Liu, Shuai Wang, Nianzu Ma, Yan Yang


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Clustering by Orthogonal NMF Model and Non-Convex Penalty Optimization

Jun 03, 2019
Shuai Wang, Tsung-Hui Chang, Ying Cui, Jong-Shi Pang


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Disentangling Aspect and Opinion Words in Target-based Sentiment Analysis using Lifelong Learning

Feb 16, 2018
Shuai Wang, Mianwei Zhou, Sahisnu Mazumder, Bing Liu, Yi Chang


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Deep Learning for Sentiment Analysis : A Survey

Jan 30, 2018
Lei Zhang, Shuai Wang, Bing Liu

* 34 pages, 9 figures, 2 tables 

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Contextual and Position-Aware Factorization Machines for Sentiment Classification

Jan 18, 2018
Shuai Wang, Mianwei Zhou, Geli Fei, Yi Chang, Bing Liu


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