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Yue Li 0017
Person information
- unicode name: 李岳
- affiliation: McGill University, School of Computer Science, Montreal, QC, Canada
- affiliation: Mila - Québec AI Institute, Montreal, QC, Canada
- affiliation (2015 - 2018): Massachusetts Institute of Technology, Computer Science and Artificial Intelligence Laboratory, Boston, MA, USA
- affiliation (PhD 2014): University of Toronto, Department of Computer Science,, Toronto, Canada
Other persons with the same name
- Yue Li — disambiguation page
- Yue Li 0001 — California Institute of Technology, Pasadena, CA, USA (and 1 more)
- Yue Li 0002
— College of William & Mary, Williamsburg, VA, USA
- Yue Li 0003
— Jilin University, Department of Information, College of Communication Engineering, Changchun, China
- Yue Li 0004
— City University of Hong Kong, Department of Mechanical and Biomedical Engineering, Hong Kong
- Yue Li 0005
— Purdue University, West Lafayette, IN, USA
- Yue Li 0006
— Nanjing University, China (and 2 more)
- Yue Li 0007
— University of Victoria, Department of Electrical and Computer Engineering, BC, Canada
- Yue Li 0008
— Hong Kong University of Science and Technology, Department of Electrical and Computer Engineering, Hong Kong
- Yue Li 0009
— Tsinghua University, Department of Electronic Engineering, Microwave and Antenna Institute, Beijing, China
- Yue Li 0010
— Donghua University, School of Computer Science and Technology, Shanghai, China (and 1 more)
- Yue Li 0011
— University of Rennes 1, France
- Yue Li 0012 — University of Karlsruhe, Germany
- Yue Li 0013
— Nankai University, College of Software, Tianjin, China (and 1 more)
- Yue Li 0014 — Pennsylvania State University, Department of Mechanical and Nuclear Engineering, University Park, PA, USA
- Yue Li 0015
— Bytedance Inc., San Diego, CA, USA (and 1 more)
- Yue Li 0016 — Hunan University, School of Information Science and Engineering, Changsha, China
- Yue Li 0018
— Harbin Institute of Technology, Communications Engineering Research Center, Shenzhen, China
- Yue Li 0019 — Florida International University, School of Computing and Information Sciences, Miami, FL, USA (and 2 more)
- Yue Li 0020 — Wuhan University of Science and Engineering, Wuhan, China
- Yue Li 0021 — Heriot-Watt University, School of Mathematical and Computer Sciences, Edinburgh, UK
- Yue Li 0022
— Naval Aviation University, College of Basic Science for Aviation, Yantai, China
- Yue Li 0023
— Xi'an Jiaotong-Liverpool University, Suzhou, China (and 1 more)
- Yue Li 0024
— Nanyang Technological University, School of Electrical and Electronic Engineering, Singapore
- Yue Li 0025
— Chinese University of Hong Kong, Department of Geography and Resource Management, Hong Kong
- Yue Li 0026
— University College Dublin, School of Electrical and Electronic Engineering, Dublin, Ireland
- Yue Li 0027
— Nanjing University of Aeronautics and Astronautics, College of Automation Engineering, Nanjing, China
- Yue Li 0028
— Capital Normal University, Information Engineering College, Beijing, China
- Yue Li 0029
— University of Science and Technology Beijing, School of Computer and Communication Engineering, Beijing, China
- Yue Li 0030
— Zhejiang University, College of Electrical Engineering, Hangzhou, China
- Yue Li 0031
— Case Western Reserve University, Department of Civil Engineering, Cleveland, OH, USA (and 1 more)
- Yue Li 0032
— National University of Defense Technology, Laboratory of Science and Technology on Integrated Logistics Support, Changsha, China
- Yue Li 0033 — AIG Software, Jersey City, NJ, USA (and 1 more)
- Yue Li 0034
— University of New South Wales, UNSW, School of Electrical Engineering and Telecommunications, Sydney, Australia
- Yue Li 0035
— Xidian University, State Key Laboratory of Integrated Services Networks, Xi'an, China (and 1 more)
- Yue Li 0036 — University of Amsterdam, Atlas Lab, The Netherlands (and 1 more)
- Yue Li 0037
— Peking University, School of Computer Science, HCST, Beijing, China
- Yue Li 0038
— Wuhan University, Wuhan, Hubei, China
- Yue Li 0039 — Carnegie Mellon University, Department of Biomedical Engineering, Pittsburgh, PA, USA (and 1 more)
- Yue Li 0040
— Beijing Normal University, Faculty of Geographical Science, China
- Yue Li 0041
— Huaqiao University, Xiamen Key Laboratory of Data Security and Blockchain Technology, China
- Yue Li 0042
— Tianjin University, School of Electrical and Information Engineering, China
- Yue Li 0043
— Central China Normal University, National Engineering Research Center for e-learning, Wuhan, China
- Yue Li 0044
— Vrije Universiteit Amsterdam, Department of Computer Science, The Netherlands (and 1 more)
- Yue Li 0045
— Guizhou Power Grid Company Ltd., Electric Power Research Institute, Guiyang, China
- Yue Li 0046
— University Health Network, Toronto, ON, Canada (and 1 more)
- Yue Li 0047
— Nanjing University, State Key Laboratory of Novel Software Technology, China
- Yue Li 0048
— Ocean University of China, Department of Computer Science and Technology, Qingdao, China
- Yue Li 0049
— ETH Zurich, Switzerland
- Yue Li 0050
— Dalian University of Technology, School of Software, China
- Yue Li 0051
— University of Wisconsin-Stevens Point, School of Education, WI, USA (and 1 more)
- Yue Li 0052
— Tongji University, Department of Bridge Engineering, Shanghai, China (and 1 more)
- Yue Li 0053
— Alibaba Cloud, Hangzhou, China
- Yue Li 0054
— China Agricultural University, College of Information and Electrical Engineering, Beijing, China
- Yue Li 0055
— Nankai University, College of Artificial Intelligence, Tianjin, China (and 1 more)
- Yue Li 0056
— University of Electronic Science and Technology of China, School of Information and Communication Engineering, Chengdu, China
- Yue Li 0057
— Beihang University, School of Electronic and Information Engineering, State Key Laboratory of CNS/ATM, Beijing, China
- Yue Li 0058
— Chinese Academy of Sciences, Shenyang Institute of Computing Technology, China
- Yue Li 0059
— East China Normal University, School of Computer Science and Technology, Shanghai, China
- Yue Li 0060
— Vrije Universiteit Amsterdam, Department of Economics, The Netherlands (and 1 more)
- Yue Li 0061
— University of South China, College of Computer Science, Hengyang, China (and 1 more)
- Yue Li 0062
— Xi'an University of Posts and Telecommunications, China
- Yue Li 0063
— Xi'an University of Posts and Telecommunications, Xi'an, China
- Yue Li 0064
— Heilongjiang University, Harbin, China
- Yue Li 0065
— Agency for Science, Technology and Research, Singapore
- Yue Li 0066
— Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun, Jilin, China
- Yue Li 0067
— Dalian University of Technology, China
- Yue Li 0068
— Tianjin University, Tianjin, China
- Yue Li 0069
— Nanjing University of Posts and Telecommunications, Nanjing, Jiangsu, China
- Yue Li 0070
— Shanghai Jiao Tong University, Shanghai, China
- Yue Li 0071 — Tiangong University, Tianjin, China
- Yue Li 0072
— Chongqing University of Posts and Telecommunications, Chongqing, China
- Yue Li 0073
— Peking University, Beijing, China
- Yue Li 0074
— Jingmeng No. 1 People's Hospital, Jingmeng, Hubei, China
- Yue Li 0075
— Nankai University, Tianjin, China
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2020 – today
- 2026
- [i7]Yixuan Li, Archer Y. Yang, Yue Li:
Disentangling Shared and Target-Enriched Topics via Background-Contrastive Non-negative Matrix Factorization. CoRR abs/2602.22387 (2026) - 2025
- [j22]Pei Liu
, Xiao Liang
, Yue Li
, Jiawei Luo:
ConvNTC: convolutional neural tensor completion for detecting "A-A-B" type biological triplets. Briefings Bioinform. 26(4) (2025) - [j21]Adrien Osakwe
, Wenqi Dong, Qihuang Zhang
, Robert Sladek
, Yue Li
:
SpaTM: topic models for inferring spatially informed transcriptional programs. Briefings Bioinform. 26(5) (2025) - [j20]Junyi Song
, Shadi Zabad, Archer Yang, Simon Gravel, Yue Li
:
Sparse polygenic risk score inference with the spike-and-slab LASSO. Bioinform. 41(11) (2025) - [j19]Ziyang Song
, Qincheng Lu, Hao Xu
, Ziqi Yang
, He Zhu, David L. Buckeridge
, Yue Li
:
Timelygpt: extrapolatable transformer pre-training for long-term time-series forecasting in healthcare. Health Inf. Sci. Syst. 13(1): 64 (2025) - [j18]He Zhu, Jun Bai
, Na Li, Xiaoxiao Li, Dianbo Liu, David L. Buckeridge
, Yue Li:
FedWeight: mitigating covariate shift of federated learning on electronic health records data through patients re-weighting. npj Digit. Medicine 8(1) (2025) - [c11]Jun Bai
, Yiliao Song
, Di Wu
, Atul Sajjanhar
, Yong Xiang
, Wei Zhou
, Xiaohui Tao
, Yan Li
, Yue Li
:
A Unified Solution to Diverse Heterogeneities in One-Shot Federated Learning. KDD (2) 2025: 71-82 - 2024
- [j17]Wenmin Zhang
, Tianyuan Lu
, Robert Sladek
, Yue Li
, Hamed S. Najafabadi
, Josée Dupuis
:
SharePro: an accurate and efficient genetic colocalization method accounting for multiple causal signals. Bioinform. 40(5) (2024) - [j16]Harry Moroz
, Yue Li
, Ariane Marelli:
hART: Deep learning-informed lifespan heart failure risk trajectories. Int. J. Medical Informatics 185: 105384 (2024) - [j15]Yixuan Li, Archer Y. Yang, Ariane Marelli, Yue Li
:
MixEHR-SurG: A joint proportional hazard and guided topic model for inferring mortality-associated topics from electronic health records. J. Biomed. Informatics 153: 104638 (2024) - [c10]Ziyang Song
, Qincheng Lu
, Hao Xu
, He Zhu
, David L. Buckeridge
, Yue Li
:
TimelyGPT: Extrapolatable Transformer Pre-training for Long-term Time-Series Forecasting in Healthcare. BCB 2024: 16:1-16:10 - [c9]Ruohan Wang
, Zilong Wang
, Ziyang Song
, David L. Buckeridge
, Yue Li
:
MixEHR-Nest: Identifying Subphenotypes within Electronic Health Records through Hierarchical Guided-Topic Modeling. BCB 2024: 53:1-53:8 - [c8]Michael Huang
, Yue Li
:
scMoE: single-cell mixture of experts for learning hierarchical, cell-type-specific, and interpretable representations from heterogeneous scRNA-seq data. BCB 2024: 57:1-57:8 - [c7]Pei Liu, Ying Liu
, Jiawei Luo, Yue Li:
MiRGraph: A hybrid deep learning approach to identify microRNA-target interactions by integrating heterogeneous regulatory network and genomic sequences. BIBM 2024: 1028-1035 - [c6]Ziyang Song, Qincheng Lu, He Zhu, David L. Buckeridge, Yue Li:
Bidirectional Generative Pre-training for Improving Healthcare Time-series Representation Learning. MLHC 2024 - [c5]Xinyu Yuan, Zhihao Zhan, Zuobai Zhang, Manqi Zhou, Jianan Zhao, Boyu Han, Yue Li, Jian Tang:
Cell ontology guided transcriptome foundation model. NeurIPS 2024 - [c4]Yimin Fan, Yu Li
, Jun Ding
, Yue Li
:
GFETM: Genome Foundation-Based Embedded Topic Model for scATAC-seq Modeling. RECOMB 2024: 314-319 - [i6]Xinyu Yuan, Zhihao Zhan, Zuobai Zhang, Manqi Zhou, Jianan Zhao, Boyu Han, Yue Li, Jian Tang:
Cell-ontology guided transcriptome foundation model. CoRR abs/2408.12373 (2024) - [i5]Ziyang Song, Qingcheng Lu, He Zhu, David L. Buckeridge, Yue Li:
TrajGPT: Irregular Time-Series Representation Learning for Health Trajectory Analysis. CoRR abs/2410.02133 (2024) - [i4]Ruohan Wang, Zilong Wang, Ziyang Song, David L. Buckeridge, Yue Li:
MixEHR-Nest: Identifying Subphenotypes within Electronic Health Records through Hierarchical Guided-Topic Modeling. CoRR abs/2410.13217 (2024) - 2023
- [i3]Yixuan Li, Ariane Marelli, Archer Y. Yang, Yue Li:
MixEHR-SurG: a joint proportional hazard and guided topic model for inferring mortality-associated topics from electronic health records. CoRR abs/2312.13454 (2023) - 2022
- [j14]Yuri Ahuja
, Yuesong Zou, Aman Verma, David L. Buckeridge
, Yue Li
:
MixEHR-Guided: A guided multi-modal topic modeling approach for large-scale automatic phenotyping using the electronic health record. J. Biomed. Informatics 134: 104190 (2022) - [j13]Zhi Wen, Guido Powell, Imane Chafi
, David L. Buckeridge
, Yue Li:
Inferring global-scale temporal latent topics from news reports to predict public health interventions for COVID-19. Patterns 3(3): 100435 (2022) - [c3]Ziyang Song
, Yuanyi Hu, Aman Verma, David L. Buckeridge
, Yue Li:
Automatic Phenotyping by a Seed-guided Topic Model. KDD 2022: 4713-4723 - [i2]Yuesong Zou, Ahmad Pesaranghader, Aman Verma, David L. Buckeridge, Yue Li:
Modeling electronic health record data using a knowledge-graph-embedded topic model. CoRR abs/2206.01436 (2022) - 2021
- [j12]Mojtaba Bahrami
, Malosree Maitra, Corina Nagy, Gustavo Turecki, Hamid R. Rabiee
, Yue Li
:
Deep feature extraction of single-cell transcriptomes by generative adversarial network. Bioinform. 37(10): 1345-1351 (2021) - [c2]Ziyang Song
, Xavier Sumba Toral, Yixin Xu, Aihua Liu, Liming Guo, Guido Powell, Aman Verma
, David L. Buckeridge
, Ariane Marelli, Yue Li:
Supervised multi-specialist topic model with applications on large-scale electronic health record data. BCB 2021: 6:1-6:26 - [d1]Yi Zhao
, Huiyu Cai
, Zuobai Zhang, Jian Tang, Yue Li
:
scETM: single-cell Embedded Topic Model. Zenodo, 2021 - [i1]Ziyang Song, Xavier Sumba Toral, Yixin Xu, Aihua Liu, Liming Guo, Guido Powell, Aman Verma, David L. Buckeridge, Ariane Marelli, Yue Li:
Supervised multi-specialist topic model with applications on large-scale electronic health record data. CoRR abs/2105.01238 (2021) - 2020
- [c1]Yue Li, Pratheeksha Nair, Zhi Wen, Imane Chafi
, Anya Okhmatovskaia, Guido Powell, Yannan Shen, David L. Buckeridge
:
Global Surveillance of COVID-19 by mining news media using a multi-source dynamic embedded topic model. BCB 2020: 34:1-34:14
2010 – 2019
- 2017
- [j11]Ka-Chun Wong
, Chengbin Peng, Yue Li:
Evolving Transcription Factor Binding Site Models From Protein Binding Microarray Data. IEEE Trans. Cybern. 47(2): 415-424 (2017) - 2016
- [j10]Ka-Chun Wong
, Yue Li, Chengbin Peng:
Identification of coupling DNA motif pairs on long-range chromatin interactions in human K562 cells. Bioinform. 32(3): 321-324 (2016) - [j9]Ka-Chun Wong
, Yue Li, Chengbin Peng, Hau-San Wong
:
A Comparison Study for DNA Motif Modeling on Protein Binding Microarray. IEEE ACM Trans. Comput. Biol. Bioinform. 13(2): 261-271 (2016) - [j8]Cheng Liang, Yue Li, Jiawei Luo:
A Novel Method to Detect Functional microRNA Regulatory Modules by Bicliques Merging. IEEE ACM Trans. Comput. Biol. Bioinform. 13(3): 549-556 (2016) - 2015
- [b1]Yue Li:
Computational Methods of Inferring Context-specific MicroRNA Regulatory Networks. University of Toronto, Canada, 2015 - [j7]Ka-Chun Wong
, Yue Li, Chengbin Peng, Zhaolei Zhang:
SignalSpider: probabilistic pattern discovery on multiple normalized ChIP-Seq signal profiles. Bioinform. 31(1): 17-24 (2015) - [j6]Cheng Liang, Yue Li, Jiawei Luo, Zhaolei Zhang:
A novel motif-discovery algorithm to identify co-regulatory motifs in large transcription factor and microRNA co-regulatory networks in human. Bioinform. 31(14): 2348-2355 (2015) - [j5]Ka-Chun Wong
, Chengbin Peng, Yue Li:
Probabilistic Inference on Multiple Normalized Signal Profiles from Next Generation Sequencing: Transcription Factor Binding Sites. IEEE ACM Trans. Comput. Biol. Bioinform. 12(6): 1416-1428 (2015) - 2014
- [j4]Ka-Chun Wong
, Chengbin Peng, Yue Li, Tak-Ming Chan:
Herd Clustering: A synergistic data clustering approach using collective intelligence. Appl. Soft Comput. 23: 61-75 (2014) - [j3]Yue Li, Anna Goldenberg, Ka-Chun Wong
, Zhaolei Zhang:
A probabilistic approach to explore human miRNA targetome by integrating miRNA-overexpression data and sequence information. Bioinform. 30(5): 621-628 (2014) - [j2]Yue Li, Cheng Liang, Ka-Chun Wong
, Jiawei Luo, Zhaolei Zhang:
Mirsynergy: detecting synergistic miRNA regulatory modules by overlapping neighbourhood expansion. Bioinform. 30(18): 2627-2635 (2014) - [j1]Yue Li, Minggao Liang, Zhaolei Zhang:
Regression Analysis of Combined Gene Expression Regulation in Acute Myeloid Leukemia. PLoS Comput. Biol. 10(10) (2014)
Coauthor Index
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last updated on 2026-05-06 00:06 CEST by the dblp team
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