Compressed sensing MRI with combined sparsifying transforms and smoothed l0 norm minimization. - Xiaobo Qu 001; Xue Cao; Di Guo; Changwei Hu; Zhong Chen 005 (ICASSP, 2010)

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; et al. (Int. J. Geogr. Inf. Sci., 2012)

Latent Gaussian Models for Topic Modeling. - Changwei Hu; Eunsu Ryu; David E. Carlson; Yingjian Wang 004; Lawrence Carin (AISTATS, 2014)

Scalable Probabilistic Tensor Factorization for Binary and Count Data. - Piyush Rai; Changwei Hu; Matthew Harding; Lawrence Carin (IJCAI, 2015)

Large-Scale Bayesian Multi-Label Learning via Topic-Based Label Embeddings. - Piyush Rai; Changwei Hu; Ricardo Henao; Lawrence Carin (NIPS, 2015)

Scalable Bayesian Non-negative Tensor Factorization for Massive Count Data. - Changwei Hu; Piyush Rai; Changyou Chen; Matthew Harding; Lawrence Carin (ECML/PKDD (2), 2015)

Zero-Truncated Poisson Tensor Factorization for Massive Binary Tensors. - Changwei Hu; Piyush Rai; Lawrence Carin (UAI, 2015)

Unlocking Smart Phone through Handwaving Biometrics. - Lei Yang 025; Yi Guo 008; Xuan Ding; Jinsong Han; Yunhao Liu 001; Cheng Wang 001; Changwei Hu (IEEE Trans. Mob. Comput., 2015)

Non-negative Matrix Factorization for Discrete Data with Hierarchical Side-Information. - Changwei Hu; Piyush Rai; Lawrence Carin (AISTATS, 2016)

Topic-Based Embeddings for Learning from Large Knowledge Graphs. - Changwei Hu; Piyush Rai; Lawrence Carin (AISTATS, 2016)

Deep Generative Models for Relational Data with Side Information. - Changwei Hu; Piyush Rai; Lawrence Carin (ICML, 2017)

Scalable Bayesian Matrix and Tensor Factorization for Discrete Data. - Changwei Hu (2017)

A Deep Structural Model for Analyzing Correlated Multivariate Time Series. - Changwei Hu; Yifan Hu 001; Sungyong Seo (ICMLA, 2019)

Large-Scale Gender/Age Prediction of Tumblr Users. - Yao Zhang; Changwei Hu; Yifan Hu 001; Tejaswi Kasturi; Shanmugam Ramasamy; Matt Gillingham; Keith Yamamoto (ICMLA, 2019)

Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference. - Bang An 001; Jie Lyu 004; Zhenyi Wang 001; Chunyuan Li; Changwei Hu; Fei Tan; Ruiyi Zhang 002; Yifan Hu 001; Changyou Chen (EMNLP (1), 2020)

TNT: Text Normalization based Pre-training of Transformers for Content Moderation. - Fei Tan; Yifan Hu 001; Changwei Hu; Keqian Li; Kevin Yen (EMNLP (1), 2020)

HABERTOR: An Efficient and Effective Deep Hatespeech Detector. - Thanh Tran 005; Yifan Hu 001; Changwei Hu; Kevin Yen; Fei Tan; Kyumin Lee; Se Rim Park (EMNLP (1), 2020)

Large-scale Gender/Age Prediction of Tumblr Users. - Yao Zhan; Changwei Hu; Yifan Hu 001; Tejaswi Kasturi; Shanmugam Ramasamy; Matt Gillingham; Keith Yamamoto (CoRR, 2020)

Political Posters Identification with Appearance-Text Fusion. - Xuan Qin; Meizhu Liu; Yifan Hu 001; Christina Moo; Christian M. Riblet; Changwei Hu; Kevin Yen; Haibin Ling (CoRR, 2020)

Hadoop-MTA: a system for Multi Data-center Trillion Concepts Auto-ML atop Hadoop. - Keqian Li; Yifan Hu 001; Manisha Verma; Fei Tan; Changwei Hu; Tejaswi Kasturi; Kevin Yen (IEEE BigData, 2021)

BAN: Large Scale Brand ANonymization for Creative Recommendation via Label Light Adaptation. - Keqian Li; Kevin Yen; Shaunak Mishra; Yifan Hu 001; Changwei Hu; Manisha Verma (IEEE BigData, 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 001; Maxim Sviridenko (CIKM, 2021)

BERT-Beta: A Proactive Probabilistic Approach to Text Moderation. - Fei Tan; Yifan Hu 001; Kevin Yen; Changwei Hu (EMNLP (1), 2021)

What's in a name? - gender classification of names with character based machine learning models. - Yifan Hu 001; Changwei Hu; Thanh Tran 005; Tejaswi Kasturi; Elizabeth Joseph; Matt Gillingham (Data Min. Knowl. Discov., 2021)

MGEL: Multigrained Representation Analysis and Ensemble Learning for Text Moderation. - Fei Tan; Changwei Hu; Yifan Hu 001; Kevin Yen; Zhi Wei 001; Aasish Pappu; Serim Park; Keqian Li (IEEE Trans. Neural Networks Learn. Syst., 2023)