Joint Embedding of Words and Labels for Text Classification. - Guoyin Wang 002; Chunyuan Li; Wenlin Wang; Yizhe Zhang 002; Dinghan Shen; Xinyuan Zhang 001; Ricardo Henao; Lawrence Carin (ACL (1), 2018)

Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration. - Xinyuan Zhang 001; Xin Yuan 002; Lawrence Carin (CVPR, 2018)

Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment. - Dinghan Shen; Xinyuan Zhang 001; Ricardo Henao; Lawrence Carin (EMNLP, 2018)

Multi-Label Learning from Medical Plain Text with Convolutional Residual Models. - Xinyuan Zhang 001; Ricardo Henao; Zhe Gan; Yitong Li 001; Lawrence Carin (MLHC, 2018)

Diffusion Maps for Textual Network Embedding. - Xinyuan Zhang 001; Yitong Li 001; Dinghan Shen; Lawrence Carin (NeurIPS, 2018)

Improving Textual Network Embedding with Global Attention via Optimal Transport. - Liqun Chen 001; Guoyin Wang 002; Chenyang Tao; Dinghan Shen; Pengyu Cheng; Xinyuan Zhang 001; Wenlin Wang; Yizhe Zhang 002; Lawrence Carin (ACL (1), 2019)

Learning Compressed Sentence Representations for On-Device Text Processing. - Dinghan Shen; Pengyu Cheng; Dhanasekar Sundararaman; Xinyuan Zhang 001; Qian Yang 003; Meng Tang; Asli Celikyilmaz; Lawrence Carin (ACL (1), 2019)

Syntax-Infused Variational Autoencoder for Text Generation. - Xinyuan Zhang 001; Yi Yang 038; Siyang Yuan; Dinghan Shen; Lawrence Carin (ACL (1), 2019)

Improving Textual Network Learning with Variational Homophilic Embeddings. - Wenlin Wang; Chenyang Tao; Zhe Gan; Guoyin Wang 002; Liqun Chen 001; Xinyuan Zhang 001; Ruiyi Zhang 002; Qian Yang 003; Ricardo Henao; Lawrence Carin (NeurIPS, 2019)

Gaussian-Process-Based Dynamic Embedding for Textual Networks. - Pengyu Cheng; Yitong Li 001; Xinyuan Zhang 001; Liqun Cheng; David E. Carlson; Lawrence Carin (CoRR, 2019)

Dynamic Embedding on Textual Networks via a Gaussian Process. - Pengyu Cheng; Yitong Li 001; Xinyuan Zhang 001; Liqun Chen 001; David E. Carlson; Lawrence Carin (AAAI, 2020)

Semantic Matching via Optimal Partial Transport. - Ruiyi Zhang 002; Changyou Chen; Xinyuan Zhang 001; Ke Bai 001; Lawrence Carin (EMNLP (Findings), 2020)

Imaging Hydraulic Fractures Under Energized Steel Casing by Convolutional Neural Networks. - Runren Zhang; Qingtao Sun; Xinyuan Zhang 001; Liangze Cui; Zhenguan Wu; Ke Chen; Dezhi Wang 002; Qing Huo Liu (IEEE Trans. Geosci. Remote. Sens., 2020)

Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes. - Xinyuan Zhang 001; Ruiyi Zhang 002; Manzil Zaheer; Amr Ahmed 001 (AAAI, 2021)

Fast and Accurate Factual Inconsistency Detection Over Long Documents. - Barrett Martin Lattimer; Patrick Chen; Xinyuan Zhang 001; Yi Yang 038 (EMNLP, 2023)