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Minyi Guo

How Far Does BERT Look At:Distance-based Clustering and Analysis of BERT$'$s Attention

Nov 03, 2020
Yue Guan, Jingwen Leng, Chao Li, Quan Chen, Minyi Guo

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Architectural Implications of Graph Neural Networks

Sep 02, 2020
Zhihui Zhang, Jingwen Leng, Lingxiao Ma, Youshan Miao, Chao Li, Minyi Guo

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* in IEEE Computer Architecture Letters, vol. 19, no. 1, pp. 59-62, 1 Jan.-June 2020
* 4 pages, published in IEEE Computer Architecture Letters (CAL) 2020

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Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity

Aug 29, 2020
Cong Guo, Bo Yang Hsueh, Jingwen Leng, Yuxian Qiu, Yue Guan, Zehuan Wang, Xiaoying Jia, Xipeng Li, Minyi Guo, Yuhao Zhu

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* 12pages, ACM/IEEE Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC20)

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Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration

Feb 18, 2020
Cong Guo, Yangjie Zhou, Jingwen Leng, Yuhao Zhu, Zidong Du, Quan Chen, Chao Li, Minyi Guo, Bin Yao

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* Accepted by DAC2020

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Position-Aware Convolutional Networks for Traffic Prediction

Apr 12, 2019
Shiheng Ma, Jingcai Guo, Song Guo, Minyi Guo

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Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation

Jan 23, 2019
Hongwei Wang, Fuzheng Zhang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo

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* In Proceedings of The 2019 Web Conference (WWW 2019)

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Personalized Exposure Control Using Adaptive Metering and Reinforcement Learning

Aug 05, 2018
Huan Yang, Baoyuan Wang, Noranart Vesdapunt, Minyi Guo, Sing Bing Kang

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* 17 pages, 20 figures

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DKN: Deep Knowledge-Aware Network for News Recommendation

Jan 30, 2018
Hongwei Wang, Fuzheng Zhang, Xing Xie, Minyi Guo

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* The 27th International Conference on World Wide Web (WWW'18)

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SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction

Dec 03, 2017
Hongwei Wang, Fuzheng Zhang, Min Hou, Xing Xie, Minyi Guo, Qi Liu

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* The 11th ACM International Conference on Web Search and Data Mining (WSDM 2018)

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Joint Topic-Semantic-aware Social Recommendation for Online Voting

Dec 03, 2017
Hongwei Wang, Jia Wang, Miao Zhao, Jiannong Cao, Minyi Guo

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* The 26th ACM International Conference on Information and Knowledge Management (CIKM 2017)

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GraphGAN: Graph Representation Learning with Generative Adversarial Nets

Nov 22, 2017
Hongwei Wang, Jia Wang, Jialin Wang, Miao Zhao, Weinan Zhang, Fuzheng Zhang, Xing Xie, Minyi Guo

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* The 32nd AAAI Conference on Artificial Intelligence (AAAI 2018), 8 pages

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Unsupervised Extraction of Video Highlights Via Robust Recurrent Auto-encoders

Oct 06, 2015
Huan Yang, Baoyuan Wang, Stephen Lin, David Wipf, Minyi Guo, Baining Guo

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* To Appear in ICCV 2015

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Constructing Bio-molecular Databases on a DNA-based Computer

Dec 12, 2007
Weng-Long Chang, Michael, Ho, Minyi Guo

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* The article includes 35 pages, several tables and figures

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