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LordNet: Learning to Solve Parametric Partial Differential Equations without Simulated Data


Jun 19, 2022
Wenlei Shi, Xinquan Huang, Xiaotian Gao, Xinran Wei, Jia Zhang, Jiang Bian, Mao Yang, Tie-Yan Liu


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Tutel: Adaptive Mixture-of-Experts at Scale


Jun 07, 2022
Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong


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A Neural Corpus Indexer for Document Retrieval


Jun 06, 2022
Yujing Wang, Yingyan Hou, Haonan Wang, Ziming Miao, Shibin Wu, Hao Sun, Qi Chen, Yuqing Xia, Chengmin Chi, Guoshuai Zhao, Zheng Liu, Xing Xie, Hao Allen Sun, Weiwei Deng, Qi Zhang, Mao Yang

* 18 pages, 4 figures 

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SPANN: Highly-efficient Billion-scale Approximate Nearest Neighbor Search


Nov 05, 2021
Qi Chen, Bing Zhao, Haidong Wang, Mingqin Li, Chuanjie Liu, Zengzhong Li, Mao Yang, Jingdong Wang

* Accepted to NeurIPS 2021 

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WRENCH: A Comprehensive Benchmark for Weak Supervision


Oct 11, 2021
Jieyu Zhang, Yue Yu, Yinghao Li, Yujing Wang, Yaming Yang, Mao Yang, Alexander Ratner

* NeurIPS 2021 Datasets and Benchmarks Track 

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OpEvo: An Evolutionary Method for Tensor Operator Optimization


Jun 10, 2020
Xiaotian Gao, Cui Wei, Lintao Zhang, Mao Yang


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TextNAS: A Neural Architecture Search Space tailored for Text Representation


Dec 23, 2019
Yujing Wang, Yaming Yang, Yiren Chen, Jing Bai, Ce Zhang, Guinan Su, Xiaoyu Kou, Yunhai Tong, Mao Yang, Lidong Zhou


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Time-Series Anomaly Detection Service at Microsoft


Jun 10, 2019
Hansheng Ren, Bixiong Xu, Yujing Wang, Chao Yi, Congrui Huang, Xiaoyu Kou, Tony Xing, Mao Yang, Jie Tong, Qi Zhang

* KDD 2019 

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V-CNN: When Convolutional Neural Network encounters Data Visualization


Jun 12, 2018
Mao Yang, Bo Li, Guanxiong Feng, Zhongjiang Yan

* 2 pages, 2 figures, submitted to ACM Sigcomm 2018 

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