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FLOP: Federated Learning on Medical Datasets using Partial Networks

Feb 10, 2021
Qian Yang, Jianyi Zhang, Weituo Hao, Gregory Spell, Lawrence Carin

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Improving Text Generation with Student-Forcing Optimal Transport

Oct 12, 2020
Guoyin Wang, Chunyuan Li, Jianqiao Li, Hao Fu, Yuh-Chen Lin, Liqun Chen, Yizhe Zhang, Chenyang Tao, Ruiyi Zhang, Wenlin Wang, Dinghan Shen, Qian Yang, Lawrence Carin

* To appear at EMNLP 2020 

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Attacking Recommender Systems with Augmented User Profiles

May 17, 2020
Chen Lin, Si Chen, Hui Li, Yanghua Xiao, Lianyun Li, Qian Yang

* 10 pages, 2 figures 

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Faster On-Device Training Using New Federated Momentum Algorithm

Feb 06, 2020
Zhouyuan Huo, Qian Yang, Bin Gu, Lawrence Carin. Heng Huang

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Graph-Driven Generative Models for Heterogeneous Multi-Task Learning

Nov 20, 2019
Wenlin Wang, Hongteng Xu, Zhe Gan, Bai Li, Guoyin Wang, Liqun Chen, Qian Yang, Wenqi Wang, Lawrence Carin

* Accepted by AAAI-2020 

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Two Case Studies of Experience Prototyping Machine Learning Systems in the Wild

Oct 21, 2019
Qian Yang

* This is an accepted position paper for the ACM CHI'19 Workshop  

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Improving Textual Network Learning with Variational Homophilic Embeddings

Sep 30, 2019
Wenlin Wang, Chenyang Tao, Zhe Gan, Guoyin Wang, Liqun Chen, Xinyuan Zhang, Ruiyi Zhang, Qian Yang, Ricardo Henao, Lawrence Carin

* Accepted to NeurIPS 2019 

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Ouroboros: On Accelerating Training of Transformer-Based Language Models

Sep 14, 2019
Qian Yang, Zhouyuan Huo, Wenlin Wang, Heng Huang, Lawrence Carin

* To appear in the proceedings of Neural Information Processing Systems Conference (2019) 

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Learning Compressed Sentence Representations for On-Device Text Processing

Jun 19, 2019
Dinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman, Xinyuan Zhang, Qian Yang, Meng Tang, Asli Celikyilmaz, Lawrence Carin

* To appear at ACL 2019 

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Unremarkable AI: Fitting Intelligent Decision Support into Critical, Clinical Decision-Making Processes

Apr 21, 2019
Qian Yang, Aaron Steinfeld, John Zimmerman

* CHI Conference on Human Factors in Computing Systems Proceedings 2019 (CHI'19) 

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Decoupled Parallel Backpropagation with Convergence Guarantee

Jul 21, 2018
Zhouyuan Huo, Bin Gu, Qian Yang, Heng Huang

* ICML 2018 

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Do You Want Your Autonomous Car To Drive Like You?

Feb 05, 2018
Chandrayee Basu, Qian Yang, David Hungerman, Mukesh Singhal, Anca D. Dragan

* 8 pages, 7 figures, HRI 2017 

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Neural Machine Translation with Pivot Languages

Feb 21, 2017
Yong Cheng, Yang Liu, Qian Yang, Maosong Sun, Wei Xu

* fix experiments and revise the paper 

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