Symmetric Variational Autoencoder and Connections to Adversarial Learning. - Yunchen Pu; Liqun Chen 001; Shuyang Dai; Weiyao Wang 002; Chunyuan Li; Lawrence Carin (CoRR, 2017)

Symmetric Variational Autoencoder and Connections to Adversarial Learning. - Liqun Chen 001; Shuyang Dai; Yunchen Pu; Erjin Zhou; Chunyuan Li; Qinliang Su; Changyou Chen; Lawrence Carin (AISTATS, 2018)

JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets. - Yunchen Pu; Shuyang Dai; Zhe Gan; Weiyao Wang 002; Guoyin Wang 002; Yizhe Zhang 002; Ricardo Henao; Lawrence Carin (ICML, 2018)

Adversarial Text Generation via Feature-Mover's Distance. - Liqun Chen 001; Shuyang Dai; Chenyang Tao; Haichao Zhang; Zhe Gan; Dinghan Shen; Yizhe Zhang 002; Guoyin Wang 002; Ruiyi Zhang 002; Lawrence Carin (NeurIPS, 2018)

Adversarial Text Generation via Feature-Mover's Distance. - Liqun Chen 001; Shuyang Dai; Chenyang Tao; Dinghan Shen; Zhe Gan; Haichao Zhang; Yizhe Zhang 002; Lawrence Carin (CoRR, 2018)

Variational Annealing of GANs: A Langevin Perspective. - Chenyang Tao; Shuyang Dai; Liqun Chen 001; Ke Bai 001; Junya Chen; Chang Liu 030; Ruiyi Zhang 002; Georgiy V. Bobashev; Lawrence Carin (ICML, 2019)

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)

Adaptation Across Extreme Variations using Unlabeled Domain Bridges. - Shuyang Dai; Kihyuk Sohn; Yi-Hsuan Tsai; Lawrence Carin; Manmohan Chandraker (CoRR, 2019)

Bridging Maximum Likelihood and Adversarial Learning via α-Divergence. - Miaoyun Zhao; Yulai Cong; Shuyang Dai; Lawrence Carin (AAAI, 2020)

Contrastively Smoothed Class Alignment for Unsupervised Domain Adaptation. - Shuyang Dai; Yu Cheng 001; Yizhe Zhang 002; Zhe Gan; Jingjing Liu 001; Lawrence Carin (ACCV (4), 2020)

Adaptation Across Extreme Variations using Unlabeled Bridges. - Shuyang Dai; Kihyuk Sohn; Yi-Hsuan Tsai; Lawrence Carin; Manmohan Chandraker (BMVC, 2020)

CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information. - Pengyu Cheng; Weituo Hao; Shuyang Dai; Jiachang Liu 001; Zhe Gan; Lawrence Carin (ICML, 2020)

A Large Scale Extended Algorithm for 2D Halton Points with Low-Discrepancy Sequences. - Wenxing Chen; Shuyang Dai; Baojuan Zheng (AIAM (IEEE), 2021)

APo-VAE: Text Generation in Hyperbolic Space. - Shuyang Dai; Zhe Gan; Yu Cheng 001; Chenyang Tao; Lawrence Carin; Jingjing Liu 001 (NAACL-HLT, 2021)

Exploring Deep Representation Learning on Vision and Language Intelligence. - Shuyang Dai (2021)

GrounDial: Human-norm Grounded Safe Dialog Response Generation. - Siwon Kim; Shuyang Dai; Mohammad Kachuee; Shayan Ray; Tara Taghavi; Sungroh Yoon (EACL (Findings), 2024)

LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems. - Jisoo Mok; Mohammad Kachuee; Shuyang Dai; Shayan Ray; Tara Taghavi; Sungroh Yoon (NAACL (Industry Track), 2024)