ETCPS: An Effective and Scalable Traffic Condition Prediction System. - Dong Wang 037; Wei Cao 007; Mengwen Xu; Jian Li 015 (DASFAA (2), 2016)

DESTPRE: a data-driven approach to destination prediction for taxi rides. - Mengwen Xu; Dong Wang 037; Jian Li 015 (UbiComp, 2016)

Automatic user identification method across heterogeneous mobility data sources. - Wei Cao 007; Zhengwei Wu; Dong Wang 037; Jian Li 015; Haishan Wu (ICDE, 2016)

DeepSD: Supply-Demand Prediction for Online Car-Hailing Services Using Deep Neural Networks. - Dong Wang 037; Wei Cao 007; Jian Li 015; Jieping Ye (ICDE, 2017)

When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks. - Dong Wang 037; Junbo Zhang; Wei Cao 007; Jian Li 015; Yu Zheng 004 (AAAI, 2018)

BRITS: Bidirectional Recurrent Imputation for Time Series. - Wei Cao 007; Dong Wang 037; Jian Li 015; Hao Zhou 012; Lei Li 005; Yitan Li (NeurIPS, 2018)

On Fenchel Mini-Max Learning. - Chenyang Tao; Liqun Chen 001; Shuyang Dai; Junya Chen; Ke Bai 001; Dong Wang 037; Jianfeng Feng; Wenlian Lu; Georgiy V. Bobashev; Lawrence Carin (NeurIPS, 2019)

LMVP: Video Predictor with Leaked Motion Information. - Dong Wang 037; Yitong Li 001; Wei Cao 007; Liqun Chen 001; Qi Wei; Lawrence Carin (CoRR, 2019)

Syntax-Infused Transformer and BERT models for Machine Translation and Natural Language Understanding. - Dhanasekar Sundararaman; Vivek Subramanian; Guoyin Wang 002; Shijing Si; Dinghan Shen; Dong Wang 037; Lawrence Carin (CoRR, 2019)

Proactive Pseudo-Intervention: Causally Informed Contrastive Learning For Interpretable Vision Models. - Dong Wang 037; Yuewei Yang; Chenyang Tao; Fanjie Kong; Ricardo Henao; Lawrence Carin (CoRR, 2020)

Syntactic Knowledge-Infused Transformer and BERT Models. - Dhanasekar Sundararaman; Vivek Subramanian; Guoyin Wang 002; Shijing Si; Dinghan Shen; Dong Wang 037; Lawrence Carin (CIKM Workshops, 2021)

Wasserstein Contrastive Representation Distillation. - Liqun Chen 001; Dong Wang 037; Zhe Gan; Jingjing Liu 001; Ricardo Henao; Lawrence Carin (CVPR, 2021)

Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization. - Qing Guo; Junya Chen; Dong Wang 037; Yuewei Yang; Xinwei Deng; Lawrence Carin; Fan Li; Chenyang Tao (CoRR, 2021)

Imputation-Free Learning from Incomplete Observations. - Qitong Gao; Dong Wang 037; Joshua D. Amason; Siyang Yuan; Chenyang Tao; Ricardo Henao; Majda Hadziahmetovic; Lawrence Carin; Miroslav Pajic (CoRR, 2021)

Gradient Importance Learning for Incomplete Observations. - Qitong Gao; Dong Wang 037; Joshua David Amason; Siyang Yuan; Chenyang Tao; Ricardo Henao; Majda Hadziahmetovic; Lawrence Carin; Miroslav Pajic (ICLR, 2022)

Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization. - Qing Guo; Junya Chen; Dong Wang 037; Yuewei Yang; Xinwei Deng; Jing Huang; Lawrence Carin; Fan Li; Chenyang Tao (NeurIPS, 2022)

Learning to Weight Filter Groups for Robust Classification. - Siyang Yuan; Yitong Li 001; Dong Wang 037; Ke Bai 001; Lawrence Carin; David E. Carlson (WACV, 2022)