Lei Yuan

23 papers A* 8Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2022 A* conf
Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters.
KDD
Xiangru Lian, Binhang Yuan, Xuefeng Zhu, Yulong Wang, Yongjun He, Honghuan Wu, Lei Sun, Haodong Lyu, Chengjun Liu, Xing Dong, Yiqiao Liao, Mingnan Luo, Congfei Zhang, Jingru Xie, Haonan Li, Lei Chen, Renjie Huang, Jianying Lin, Chengchun Shu, Xuezhong Qiu, Zhishan Liu, Dongying Kong, Lei Yuan, Hai Yu, Sen Yang, Ce Zhang, Ji Liu
2021 J jnl
PASTO: Strategic Parameter Optimization in Recommendation Systems - Probabilistic is Better than Deterministic.
CoRR
Weicong Ding, Hanlin Tang, Jingshuo Feng, Lei Yuan, Sen Yang, Guangxu Yang, Jie Zheng, Jing Wang, Qiang Su, Dong Zheng, Xuezhong Qiu, Yongqi Liu, Yuxuan Chen, Yang Liu, Chao Song, Dongying Kong, Kai Ren, Peng Jiang, Qiao Lian, Ji Liu
2021 J jnl
Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters.
CoRR
Xiangru Lian, Binhang Yuan, Xuefeng Zhu, Yulong Wang, Yongjun He, Honghuan Wu, Lei Sun, Haodong Lyu, Chengjun Liu, Xing Dong, Yiqiao Liao, Mingnan Luo, Congfei Zhang, Jingru Xie, Haonan Li, Lei Chen, Renjie Huang, Jianying Lin, Chengchun Shu, Xuezhong Qiu, Zhishan Liu, Dongying Kong, Lei Yuan, Hai Yu, Sen Yang, Ce Zhang, Ji Liu
2020 J jnl
Short Video-based Advertisements Evaluation System: Self-Organizing Learning Approach.
CoRR
Yunjie Zhang, Fei Tao, Xudong Liu, Runze Su, Xiaorong Mei, Weicong Ding, Zhichen Zhao, Lei Yuan, Ji Liu
2020 J jnl
Themes Inferred Audio-visual Correspondence Learning.
CoRR
Runze Su, Fei Tao, Xudong Liu, Haoran Wei, Xiaorong Mei, Zhiyao Duan, Lei Yuan, Ji Liu, Yuying Xie
2019 J jnl
DeepSqueeze: Parallel Stochastic Gradient Descent with Double-Pass Error-Compensated Compression.
CoRR
Hanlin Tang, Xiangru Lian, Shuang Qiu, Lei Yuan, Ce Zhang, Tong Zhang, Ji Liu
2014 J jnl
Automated annotation of developmental stages of
Bioinform.
Lei Yuan, Cheng Pan, Shuiwang Ji, Michael McCutchan, Zhi-Hua Zhou, Stuart J. Newfeld, Sudhir Kumar, Jieping Ye
2014 J jnl
Bi-level multi-source learning for heterogeneous block-wise missing data.
NeuroImage
Shuo Xiang, Lei Yuan, Wei Fan, Yalin Wang, Paul M. Thompson, Jieping Ye
2013 J jnl
Applying tensor-based morphometry to parametric surfaces can improve MRI-based disease diagnosis.
NeuroImage
Yalin Wang, Lei Yuan, Jie Shi, Alexander Greve, Jieping Ye, Arthur W. Toga, Allan L. Reiss, Paul M. Thompson
2013 J jnl
Efficient Methods for Overlapping Group Lasso.
IEEE Trans. Pattern Anal. Mach. Intell.
Lei Yuan, Jun Liu, Jieping Ye
2013 A* conf
FeaFiner: biomarker identification from medical data through feature generalization and selection.
KDD
Jiayu Zhou, Zhaosong Lu, Jimeng Sun, Lei Yuan, Fei Wang, Jieping Ye
2013 — conf
Guaranteed Sparse Recovery under Linear Transformation.
ICML (3)
Ji Liu, Lei Yuan, Jieping Ye
2013 J jnl
Image-level and group-level models for Drosophila gene expression pattern annotation.
BMC Bioinform.
Qian Sun, Sherin Muckatira, Lei Yuan, Shuiwang Ji, Stuart J. Newfeld, Sudhir Kumar, Jieping Ye
2013 A* conf
Multi-source learning with block-wise missing data for Alzheimer's disease prediction.
KDD
Shuo Xiang, Lei Yuan, Wei Fan, Yalin Wang, Paul M. Thompson, Jieping Ye
2013 — —
Structured Sparse Learning and Its Applications to Biomedical and Biological Data.
Lei Yuan
2012 A* conf
Feature grouping and selection over an undirected graph.
KDD
Sen Yang, Lei Yuan, Ying-Cheng Lai, Xiaotong Shen, Peter Wonka, Jieping Ye
2012 J jnl
Learning Sparse Representations for Fruit-Fly Gene Expression Pattern Image Annotation and Retrieval.
BMC Bioinform.
Lei Yuan, Alexander Woodard, Shuiwang Ji, Yuan Jiang, Zhi-Hua Zhou, Sudhir Kumar, Jieping Ye
2012 J jnl
Multi-source feature learning for joint analysis of incomplete multiple heterogeneous neuroimaging data.
NeuroImage
Lei Yuan, Yalin Wang, Paul M. Thompson, Vaibhav A. Narayan, Jieping Ye
2012 A* conf
Multi-source learning for joint analysis of incomplete multi-modality neuroimaging data.
KDD
Lei Yuan, Yalin Wang, Paul M. Thompson, Vaibhav A. Narayan, Jieping Ye
2011 A* conf
A multi-task learning formulation for predicting disease progression.
KDD
Jiayu Zhou, Lei Yuan, Jun Liu, Jieping Ye
2011 — conf
Efficient Methods for Overlapping Group Lasso.
NIPS
Lei Yuan, Jun Liu, Jieping Ye
2010 A* conf
An efficient algorithm for a class of fused lasso problems.
KDD
Jun Liu, Lei Yuan, Jieping Ye
2009 A* conf
Drosophila gene expression pattern annotation using sparse features and term-term interactions.
KDD
Shuiwang Ji, Lei Yuan, Ying-Xin Li, Zhi-Hua Zhou, Sudhir Kumar, Jieping Ye