Changwei Hu

According to our database, Changwei Hu authored at least 25 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

MGEL: Multigrained Representation Analysis and Ensemble Learning for Text Moderation.

Fei Tan, Changwei Hu, Yifan Hu, Kevin Yen, Zhi Wei, Aasish Pappu, Serim Park, Keqian Li

IEEE Trans. Neural Networks Learn. Syst., October, 2023

2021

What's in a name? - gender classification of names with character based machine learning models.

Yifan Hu, Changwei Hu, Thanh Tran, Tejaswi Kasturi, Elizabeth Joseph, Matt Gillingham

Data Min. Knowl. Discov., 2021

BERT-Beta: A Proactive Probabilistic Approach to Text Moderation.

Fei Tan, Yifan Hu, Kevin Yen, Changwei Hu

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

TSI: An Ad Text Strength Indicator using Text-to-CTR and Semantic-Ad-Similarity.

Shaunak Mishra, Changwei Hu, Manisha Verma, Kevin Yen, Yifan Hu, Maxim Sviridenko

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

BAN: Large Scale Brand ANonymization for Creative Recommendation via Label Light Adaptation.

Keqian Li, Kevin Yen, Shaunak Mishra, Yifan Hu, Changwei Hu, Manisha Verma

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Hadoop-MTA: a system for Multi Data-center Trillion Concepts Auto-ML atop Hadoop.

Keqian Li, Yifan Hu, Manisha Verma, Fei Tan, Changwei Hu, Tejaswi Kasturi, Kevin Yen

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Political Posters Identification with Appearance-Text Fusion.

Xuan Qin, Meizhu Liu, Yifan Hu, Christina Moo, Christian M. Riblet, Changwei Hu, Kevin Yen, Haibin Ling

CoRR, 2020

Large-scale Gender/Age Prediction of Tumblr Users.

Yao Zhan, Changwei Hu, Yifan Hu, Tejaswi Kasturi, Shanmugam Ramasamy, Matt Gillingham, Keith Yamamoto

CoRR, 2020

HABERTOR: An Efficient and Effective Deep Hatespeech Detector.

Thanh Tran, Yifan Hu, Changwei Hu, Kevin Yen, Fei Tan, Kyumin Lee, Se Rim Park

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

TNT: Text Normalization based Pre-training of Transformers for Content Moderation.

Fei Tan, Yifan Hu, Changwei Hu, Keqian Li, Kevin Yen

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference.

Bang An, Jie Lyu, Zhenyi Wang, Chunyuan Li, Changwei Hu, Fei Tan, Ruiyi Zhang, Yifan Hu, Changyou Chen

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Large-Scale Gender/Age Prediction of Tumblr Users.

Yao Zhang, Changwei Hu, Yifan Hu, Tejaswi Kasturi, Shanmugam Ramasamy, Matt Gillingham, Keith Yamamoto

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

A Deep Structural Model for Analyzing Correlated Multivariate Time Series.

Changwei Hu, Yifan Hu, Sungyong Seo

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2017

Scalable Bayesian Matrix and Tensor Factorization for Discrete Data.

Changwei Hu

PhD thesis, 2017

Deep Generative Models for Relational Data with Side Information.

Changwei Hu, Piyush Rai, Lawrence Carin

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Topic-Based Embeddings for Learning from Large Knowledge Graphs.

Changwei Hu, Piyush Rai, Lawrence Carin

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

Non-negative Matrix Factorization for Discrete Data with Hierarchical Side-Information.

Changwei Hu, Piyush Rai, Lawrence Carin

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

Unlocking Smart Phone through Handwaving Biometrics.

Lei Yang, Yi Guo, Xuan Ding, Jinsong Han, Yunhao Liu, Cheng Wang, Changwei Hu

IEEE Trans. Mob. Comput., 2015

Zero-Truncated Poisson Tensor Factorization for Massive Binary Tensors.

Changwei Hu, Piyush Rai, Lawrence Carin

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

Scalable Bayesian Non-negative Tensor Factorization for Massive Count Data.

Changwei Hu, Piyush Rai, Changyou Chen, Matthew Harding, Lawrence Carin

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Large-Scale Bayesian Multi-Label Learning via Topic-Based Label Embeddings.

Piyush Rai, Changwei Hu, Ricardo Henao, Lawrence Carin

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Scalable Probabilistic Tensor Factorization for Binary and Count Data.

Piyush Rai, Changwei Hu, Matthew Harding, Lawrence Carin

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2014

Latent Gaussian Models for Topic Modeling.

Changwei Hu, Eunsu Ryu, David E. Carlson, Yingjian Wang, Lawrence Carin

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2012

A GIS-supported impact assessment of the hierarchical flood-defense systems on the plain areas of the Taihu Basin, China.

Chaoqing Yu, Xiaotao Cheng, Jim W. Hall, Edward P. Evans, Yanyan Wang, Changwei Hu, Haoyun Wu, Jon Wicks, Mathew Scott, Haitao Sun, Jing Wang, Minglei Ren, Zongxue Xu

Int. J. Geogr. Inf. Sci., 2012

2010

Compressed sensing MRI with combined sparsifying transforms and smoothed l0 norm minimization.

Xiaobo Qu, Xue Cao, Di Guo, Changwei Hu, Zhong Chen

Proceedings of the IEEE International Conference on Acoustics, 2010