Decoupled Parallel Backpropagation with Convergence Guarantee. - Zhouyuan Huo; Bin Gu 001; Qian Yang 003; Heng Huang (ICML, 2018)

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)

An End-to-End Generative Architecture for Paraphrase Generation. - Qian Yang 003; Zhouyuan Huo; Dinghan Shen; Yong Cheng; Wenlin Wang; Guoyin Wang 002; Lawrence Carin (EMNLP/IJCNLP (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)

Ouroboros: On Accelerating Training of Transformer-Based Language Models. - Qian Yang 003; Zhouyuan Huo; Wenlin Wang; Heng Huang; Lawrence Carin (NeurIPS, 2019)

Graph-Driven Generative Models for Heterogeneous Multi-Task Learning. - Wenlin Wang; Hongteng Xu; Zhe Gan; Bai Li 001; Guoyin Wang 002; Liqun Chen 001; Qian Yang 003; Wenqi Wang 001; Lawrence Carin (AAAI, 2020)

Improving Text Generation with Student-Forcing Optimal Transport. - Jianqiao Li; Chunyuan Li; Guoyin Wang 002; Hao Fu 002; Yuh-Chen Lin; Liqun Chen 001; Yizhe Zhang 002; Chenyang Tao; Ruiyi Zhang 002; Wenlin Wang; Dinghan Shen; Qian Yang 003; et al. (EMNLP (1), 2020)

Faster On-Device Training Using New Federated Momentum Algorithm. - Zhouyuan Huo; Qian Yang 003; Bin Gu 001; Lawrence Carin; Heng Huang (CoRR, 2020)

FLOP: Federated Learning on Medical Datasets using Partial Networks. - Qian Yang 003; Jianyi Zhang; Weituo Hao; Gregory P. Spell; Lawrence Carin (KDD, 2021)