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AutoSync: Learning to Synchronize for Data-Parallel Distributed Deep Learning
Hao Zhang*, Yuan Li*, Zijie Deng, Xiaodan Liang, Lawrence Carin, Eric Xing.
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Oceanus: A Composable and Automated Synchronization System for Distributed Deep Learning
Hao Zhang, Yuan Li, Zijie Deng, Qirong Ho, Eric Xing.
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Commonsense Reasoning with Auxiliary Self-Supervised Tasks
Xunlin Zhan*, Yuan Li*, Zhiting Hu, Lawrence Carin, Xiaodan Liang.
(preprint)
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OPTIMUS: Organizing Sentences via Pre-trained Modeling of a Latent Space
Chunyuan Li, Xiang Gao, Yuan Li, Xiujun Li, Baolin Peng, Yizhe Zhang, Jianfeng Gao.
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Complementary Auxiliary Classifiers for Label-Conditional Text Generation
Yuan Li, Chunyuan Li, Yizhe Zhang, Xiujun Li, Guoqing Zheng, Lawrence Carin, Jianfeng Gao.
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Knowledge-driven encode, retrieve, paraphrase for medical image report generation
Yuan Li, Xiaodan Liang, Zhiting Hu, Eric Xing.
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Hybrid retrieval-generation reinforced agent for medical image report generation
Yuan Li, Xiaodan Liang, Zhiting Hu, Eric Xing.
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Organsegmentation in chest X-rays using adversarial networks
Wei Dai, Joseph Doyle, Xiaodan Liang, Hao Zhang, Nanqing Dong, Yuan Li, Eric P. Xing
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2018. [
paper]
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Constrained Ensemble Initialization for Facial Landmark Tracking in Video
Yuan Li, Tadas Baltrušaitis, Louis-Philippe Morency.
IEEE Face & Gesture 2017. [
paper]
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Energy-constrained distributed learning and classification by exploiting relative relevance of sensors’ data
Majid Mahzoon, Christy Li, Xin Li, Pulkit Grover.
IEEE Journal 2016. [
paper]
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Energy efficient learning and classification for distributed sensing
Christy Y. Li, Xin Li, Pulkit Grover.
International Conference on Communication Systems & Networks (COMSNETS) 2016. [
paper]
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Novel quantization strategies for linear prediction with guarantees
Simon Du, Yichong Xu, Christy Li, Hongyang Zhang, Pulkit Grover, Aarti Singh.
NeurIPS 2016 Workshop. [
paper]
