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

Research on College Teaching Management Reform Under the Background of MOOC. - Lei Li; Jinlong Liu; Shu Lin; Siyang Yuan; Yanyuan Fu (eLEOT, 2019)

Advancing weakly supervised cross-domain alignment with optimal transport. - Siyang Yuan; Ke Bai 001; Liqun Chen 001; Yizhe Zhang 002; Chenyang Tao; Chunyuan Li; Guoyin Wang 002; Ricardo Henao; Lawrence Carin (BMVC, 2020)

Weakly supervised cross-domain alignment with optimal transport. - Siyang Yuan; Ke Bai 001; Liqun Chen 001; Yizhe Zhang 002; Chenyang Tao; Chunyuan Li; Guoyin Wang 002; Ricardo Henao; Lawrence Carin (CoRR, 2020)

Graph Enhanced Query Rewriting for Spoken Language Understanding System. - Siyang Yuan; Saurabh Gupta 008; Xing Fan; Derek Liu; Yang Liu; Chenlei Guo (ICASSP, 2021)

FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders. - Pengyu Cheng; Weituo Hao; Siyang Yuan; Shijing Si; Lawrence Carin (ICLR, 2021)

Improving Zero-Shot Voice Style Transfer via Disentangled Representation Learning. - Siyang Yuan; Pengyu Cheng; Ruiyi Zhang 002; Weituo Hao; Zhe Gan; Lawrence Carin (ICLR, 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)

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)

Exploring Knowledge Transfer with Deep Learning. - Siyang Yuan (2022)

AdaTT: Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations. - Danwei Li; Zhengyu Zhang; Siyang Yuan; Mingze Gao; Weilin Zhang; Chaofei Yang; Xi Liu; Jiyan Yang (KDD, 2023)

InterFormer: Towards Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction. - Zhichen Zeng 001; Xiaolong Liu; Mengyue Hang; Xiaoyi Liu; Qinghai Zhou; Chaofei Yang; Yiqun Liu; Yichen Ruan; Laming Chen; Yuxin Chen 001; Yujia Hao; Jiaqi Xu; et al. (CoRR, 2024)

A Collaborative Ensemble Framework for CTR Prediction. - Xiaolong Liu; Zhichen Zeng 001; Xiaoyi Liu; Siyang Yuan; Weinan Song; Mengyue Hang; Yiqun Liu; Chaofei Yang; Donghyun Kim; Wen-Yen Chen; Jiyan Yang; Yiping Han; et al. (CoRR, 2024)