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A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions


Aug 29, 2022
Bowen Qin, Binyuan Hui, Lihan Wang, Min Yang, Jinyang Li, Binhua Li, Ruiying Geng, Rongyu Cao, Jian Sun, Luo Si, Fei Huang, Yongbin Li


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Finding Deep-Learning Compilation Bugs with NNSmith


Jul 26, 2022
Jiawei Liu, Jinkun Lin, Fabian Ruffy, Cheng Tan, Jinyang Li, Aurojit Panda, Lingming Zhang


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An AIoT-enabled Autonomous Dementia Monitoring System


Jul 02, 2022
Xingyu Wu, Jinyang Li


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Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments


Jun 20, 2022
Jinkun Lin, Anqi Zhang, Mathias Lecuyer, Jinyang Li, Aurojit Panda, Siddhartha Sen

* ICML 2022 

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Unsupervised Belief Representation Learning in Polarized Networks with Information-Theoretic Variational Graph Auto-Encoders


Oct 11, 2021
Jinning Li, Huajie Shao, Dachun Sun, Ruijie Wang, Yuchen Yan, Jinyang Li, Shengzhong Liu, Hanghang Tong, Tarek Abdelzaher


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Scalable Graph Neural Networks for Heterogeneous Graphs


Nov 19, 2020
Lingfan Yu, Jiajun Shen, Jinyang Li, Adam Lerer


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Scheduling Real-time Deep Learning Services as Imprecise Computations


Nov 02, 2020
Shuochao Yao, Yifan Hao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek Abdelzaher


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DTG-Net: Differentiated Teachers Guided Self-Supervised Video Action Recognition


Jun 13, 2020
Ziming Liu, Guangyu Gao, A. K. Qin, Jinyang Li


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Disentangling Overlapping Beliefs by Structured Matrix Factorization


Feb 13, 2020
Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher

* conference paper under review, 10 pages+1 reference 

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Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs


Sep 03, 2019
Minjie Wang, Lingfan Yu, Da Zheng, Quan Gan, Yu Gai, Zihao Ye, Mufei Li, Jinjing Zhou, Qi Huang, Chao Ma, Ziyue Huang, Qipeng Guo, Hao Zhang, Haibin Lin, Junbo Zhao, Jinyang Li, Alexander Smola, Zheng Zhang


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