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Delving into Macro Placement with Reinforcement Learning


Sep 06, 2021
Zixuan Jiang, Ebrahim Songhori, Shen Wang, Anna Goldie, Azalia Mirhoseini, Joe Jiang, Young-Joon Lee, David Z. Pan

* Accepted at 3rd ACM/IEEE Workshop on Machine Learning for CAD (MLCAD) 

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Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation


Jun 11, 2021
Ziwei Fan, Zhiwei Liu, Lei Zheng, Shen Wang, Philip S. Yu


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Transferable Graph Optimizers for ML Compilers


Oct 21, 2020
Yanqi Zhou, Sudip Roy, Amirali Abdolrashidi, Daniel Wong, Peter Ma, Qiumin Xu, Hanxiao Liu, Mangpo Phitchaya Phothilimtha, Shen Wang, Anna Goldie, Azalia Mirhoseini, James Laudon

* NeurIPS 2020 
* arXiv admin note: text overlap with arXiv:1910.01578 

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Context-Aware Refinement Network Incorporating Structural Connectivity Prior for Brain Midline Delineation


Jul 10, 2020
Shen Wang, Kongming Liang, Yiming Li, Yizhou Yu, Yizhou Wang


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Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View


Jun 23, 2020
Shen Wang, Jibing Gong, Jinlong Wang, Wenzheng Feng, Hao Peng, Jie Tang, Philip S. Yu

* 10 pages 

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Chip Placement with Deep Reinforcement Learning


Apr 22, 2020
Azalia Mirhoseini, Anna Goldie, Mustafa Yazgan, Joe Jiang, Ebrahim Songhori, Shen Wang, Young-Joon Lee, Eric Johnson, Omkar Pathak, Sungmin Bae, Azade Nazi, Jiwoo Pak, Andy Tong, Kavya Srinivasa, William Hang, Emre Tuncer, Anand Babu, Quoc V. Le, James Laudon, Richard Ho, Roger Carpenter, Jeff Dean


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BusTime: Which is the Right Prediction Model for My Bus Arrival Time?


Mar 20, 2020
Dairui Liu, Jingxiang Sun, Shen Wang


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Segmentation-based Method combined with Dynamic Programming for Brain Midline Delineation


Feb 27, 2020
Shen Wang, Kongming Liang, Chengwei Pan, Chuyang Ye, Xiuli Li, Feng Liu, Yizhou Yu, Yizhou Wang


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Generative Temporal Link Prediction via Self-tokenized Sequence Modeling


Nov 26, 2019
Yue Wang, Chenwei Zhang, Shen Wang, Philip S. Yu, Lu Bai, Lixin Cui, Guandong Xu


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Heterogeneous Graph Matching Networks


Oct 17, 2019
Shen Wang, Zhengzhang Chen, Xiao Yu, Ding Li, Jingchao Ni, Lu-An Tang, Jiaping Gui, Zhichun Li, Haifeng Chen, Philip S. Yu


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Adversarial Defense Framework for Graph Neural Network


May 10, 2019
Shen Wang, Zhengzhang Chen, Jingchao Ni, Xiao Yu, Zhichun Li, Haifeng Chen, Philip S. Yu


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Deep Program Reidentification: A Graph Neural Network Solution


Dec 10, 2018
Shen Wang, Zhengzhang Chen, Ding Li, Lu-An Tang, Jingchao Ni, Zhichun Li, Junghwan Rhee, Haifeng Chen, Philip S. Yu


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