| 2021 | CIKM | 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 |
| 2021 | EMNLP | BERT-Beta: A Proactive Probabilistic Approach to Text Moderation. | Fei Tan, Yifan Hu, Kevin Yen, Changwei Hu |
| 2020 | EMNLP | 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 |
| 2020 | EMNLP | TNT: Text Normalization based Pre-training of Transformers for Content Moderation. | Fei Tan, Yifan Hu, Changwei Hu, Keqian Li, Kevin Yen |
| 2020 | EMNLP | HABERTOR: An Efficient and Effective Deep Hatespeech Detector. | Thanh Tran, Yifan Hu, Changwei Hu, Kevin Yen, Fei Tan, Kyumin Lee, Se Rim Park |
| 2019 | ICMLA | A Deep Structural Model for Analyzing Correlated Multivariate Time Series. | Changwei Hu, Yifan Hu, Sungyong Seo |
| 2019 | ICMLA | Large-Scale Gender/Age Prediction of Tumblr Users. | Yao Zhang, Changwei Hu, Yifan Hu, Tejaswi Kasturi, Shanmugam Ramasamy, Matt Gillingham, Keith Yamamoto |
| 2017 | ICML | Deep Generative Models for Relational Data with Side Information. | Changwei Hu, Piyush Rai, Lawrence Carin |
| 2016 | AISTATS | Non-negative Matrix Factorization for Discrete Data with Hierarchical Side-Information. | Changwei Hu, Piyush Rai, Lawrence Carin |
| 2016 | AISTATS | Topic-Based Embeddings for Learning from Large Knowledge Graphs. | Changwei Hu, Piyush Rai, Lawrence Carin |
| 2015 | IJCAI | Scalable Probabilistic Tensor Factorization for Binary and Count Data. | Piyush Rai, Changwei Hu, Matthew Harding, Lawrence Carin |
| 2015 | UAI | Zero-Truncated Poisson Tensor Factorization for Massive Binary Tensors. | Changwei Hu, Piyush Rai, Lawrence Carin |
| 2014 | AISTATS | Latent Gaussian Models for Topic Modeling. | Changwei Hu, Eunsu Ryu, David E. Carlson, Yingjian Wang, Lawrence Carin |
| 2010 | ICASSP | Compressed sensing MRI with combined sparsifying transforms and smoothed l0 norm minimization. | Xiaobo Qu, Xue Cao, Di Guo, Changwei Hu, Zhong Chen |