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Jin Wang

University of California, Los Angeles, USA

AutoSmart: An Efficient and Automatic Machine Learning framework for Temporal Relational Data


Sep 09, 2021
Zhipeng Luo, Zhixing He, Jin Wang, Manqing Dong, Jianqiang Huang, Mingjian Chen, Bohang Zheng

* Accepted in the ADS track at the SIGKDD 2021 conference 

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The DKU-DukeECE-Lenovo System for the Diarization Task of the 2021 VoxCeleb Speaker Recognition Challenge


Sep 07, 2021
Weiqing Wang, Danwei Cai, Qingjian Lin, Lin Yang, Junjie Wang, Jin Wang, Ming Li


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Incrementally Stochastic and Accelerated Gradient Information mixed Optimization for Manipulator Motion Planning


Aug 21, 2021
Yichang Feng, Haiyun Zhang, Jin Wang, Guodong Lu


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Accelerating Federated Learning with a Global Biased Optimiser


Aug 20, 2021
Jed Mills, Jia Hu, Geyong Min, Rui Jin, Siwei Zheng, Jin Wang


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PanGu-$α$: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation


Apr 26, 2021
Wei Zeng, Xiaozhe Ren, Teng Su, Hui Wang, Yi Liao, Zhiwei Wang, Xin Jiang, ZhenZhang Yang, Kaisheng Wang, Xiaoda Zhang, Chen Li, Ziyan Gong, Yifan Yao, Xinjing Huang, Jun Wang, Jianfeng Yu, Qi Guo, Yue Yu, Yan Zhang, Jin Wang, Hengtao Tao, Dasen Yan, Zexuan Yi, Fang Peng, Fangqing Jiang, Han Zhang, Lingfeng Deng, Yehong Zhang, Zhe Lin, Chao Zhang, Shaojie Zhang, Mingyue Guo, Shanzhi Gu, Gaojun Fan, Yaowei Wang, Xuefeng Jin, Qun Liu, Yonghong Tian

* The technique report for PanGu-$\alpha$ 

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Online Service Migration in Edge Computing with Incomplete Information: A Deep Recurrent Actor-Critic Method


Dec 17, 2020
Jin Wang, Jia Hu, Geyong Min


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HPCC-YNU at SemEval-2020 Task 9: A Bilingual Vector Gating Mechanism for Sentiment Analysis of Code-Mixed Text


Oct 10, 2020
Jun Kong, Jin Wang, Xuejie Zhang

* 6 pages, 3 figures 

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Fast Adaptive Task Offloading in Edge Computing based on Meta Reinforcement Learning


Sep 14, 2020
Jin Wang, Jia Hu, Geyong Min, Albert Y. Zomaya, Nektarios Georgalas

* Accepted by IEEE Transaction on Parallel and Distributed Systems 

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YNU-HPCC at SemEval-2020 Task 11: LSTM Network for Detection of Propaganda Techniques in News Articles


Aug 25, 2020
Jiaxu Dao, Jin Wang, Xuejie Zhang


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YNU-HPCC at SemEval-2020 Task 8: Using a Parallel-Channel Model for Memotion Analysis


Jul 28, 2020
Li Yuan, Jin Wang, Xuejie Zhang

* 5pages 

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Explaining Away Attacks Against Neural Networks


Mar 06, 2020
Sean Saito, Jin Wang

* 2 pages, 2 figures; Accepted at MLSys 2020 First Workshop on Secure and Resilient Autonomy 

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Prediction stability as a criterion in active learning


Oct 27, 2019
Junyu Liu, Xiang Li, Jin Wang, Jiqiang Zhou, Jianxiong Shen


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BigData Applications from Graph Analytics to Machine Learning by Aggregates in Recursion


Sep 18, 2019
Ariyam Das, Youfu Li, Jin Wang, Mingda Li, Carlo Zaniolo

* EPTCS 306, 2019, pp. 273-279 
* In Proceedings ICLP 2019, arXiv:1909.07646. Paper presented at the 35th International Conference on Logic Programming (ICLP 2019), Las Cruces, New Mexico, USA, 20-25 September 2019, 7 pages (short paper - applications track) 

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Fast communication-efficient spectral clustering over distributed data


May 05, 2019
Donghui Yan, Yingjie Wang, Jin Wang, Guodong Wu, Honggang Wang

* IEEE Transactions on Big Data, 2019 
* 27 pages, 7 figures 

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K-nearest Neighbor Search by Random Projection Forests


Dec 31, 2018
Donghui Yan, Yingjie Wang, Jin Wang, Honggang Wang, Zhenpeng Li

* 15 pages, 4 figures, 2018 IEEE Big Data Conference 

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A New Approach for Resource Scheduling with Deep Reinforcement Learning


Jun 21, 2018
Yufei Ye, Xiaoqin Ren, Jin Wang, Lingxiao Xu, Wenxia Guo, Wenqiang Huang, Wenhong Tian


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Bag-of-Words Representation for Biomedical Time Series Classification


Dec 11, 2012
Jin Wang, Ping Liu, Mary F. H. She, Saeid Nahavandi, and Abbas Kouzani

* 10 pages, 7 figures. Submitted to IEEE Transaction on Biomedical Engineering 

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