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Network-wide Multi-step Traffic Volume Prediction using Graph Convolutional Gated Recurrent Neural Network

Lei Lin , Weizi Li , Lei Zhu

* Technical Report 

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Trend and Thoughts: Understanding Climate Change Concern using Machine Learning and Social Media Data

Zhongkai Shangguan , Zihe Zheng , Lei Lin

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Robust Ensembling Network for Unsupervised Domain Adaptation

Han Sun , Lei Lin , Ningzhong Liu , Huiyu Zhou

* 14 pages, 4 figures. accepted by PRICA-2021. code: 

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MDQE: A More Accurate Direct Pretraining for Machine Translation Quality Estimation

Lei Lin

* arXiv admin note: substantial text overlap with arXiv:2105.07149 by other authors 

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Neural Process for Black-Box Model Optimization Under Bayesian Framework

Zhongkai Shangguan , Lei Lin , Wencheng Wu , Beilei Xu

* This paper has been accepted to AAAI-MLPS 2021 

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MCFlow: Monte Carlo Flow Models for Data Imputation

Trevor W. Richardson , Wencheng Wu , Lei Lin , Beilei Xu , Edgar A. Bernal

* 2020 Computer Vision and Pattern Recognition (CVPR) 

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AnonymousNet: Natural Face De-Identification with Measurable Privacy

Tao Li , Lei Lin

* CVPR-19 Workshop on Computer Vision: Challenges and Opportunities for Privacy and Security (CV-COPS 2019) 

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Medical Time Series Classification with Hierarchical Attention-based Temporal Convolutional Networks: A Case Study of Myotonic Dystrophy Diagnosis

Lei Lin , Beilei Xu , Wencheng Wu , Trevor Richardson , Edgar A. Bernal

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Predicting Station-level Hourly Demands in a Large-scale Bike-sharing Network: A Graph Convolutional Neural Network Approach

Lei Lin , Zhengbing He , Srinivas Peeta

* 9 figures, 3 tables, accepted by Transportation Research Part C: Emerging Technologies 

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YouTube AV 50K: An Annotated Corpus for Comments in Autonomous Vehicles

Tao Li , Lei Lin , Minsoo Choi , Kaiming Fu , Siyuan Gong , Jian Wang

* in Proceedings of the Thirteenth International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2018) 

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