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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

* 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

* 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

* Accepted by DAC2020 

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Adversarial Defense Through Network Profiling Based Path Extraction

May 09, 2019
Yuxian Qiu, Jingwen Leng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu


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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

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

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RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems

Aug 25, 2018
Hongwei Wang, Fuzheng Zhang, Jialin Wang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo

* CIKM 2018 

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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

* 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

* 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

* 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

* 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

* 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

* 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

* The article includes 35 pages, several tables and figures 

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