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ORCIDYifeng Li 0001
Person information
- affiliation: Brock University, Department of Computer Science / Department of Biological Sciences, St. Catharines, ON, Canada
- affiliation: University of Windsor, School of Computer Science, ON, Canada
- affiliation (2015 - 2019): National Research Council Canada, Ottawa, ON, Canada
- affiliation (PhD 2013): University of Windsor, School of Computer Science, ON, Canada
Other persons with the same name
- Yifeng Li — disambiguation page
- Yifeng Li 0002
![[0000-0003-4798-3211]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-4798-3211")
— Nanjing Tech University, School of Computer Science and Technology, China (and 1 more) - Yifeng Li 0003 — A.U.G. Signals Ltd., Toronto, Canada
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Journal Articles
- 2023
[j17]Aws Al Jumaily, Muhetaer Mukaidaisi, Andrew Vu, Alain B. Tchagang, Yifeng Li:
Examining multi-objective deep reinforcement learning frameworks for molecular design. Biosyst. 232: 104989 (2023)- 2022
- [j16]Wenpeng Lu, Pengyu Zhao, Yifeng Li, Shoujin Wang, Heyan Huang, Shumin Shi, Hao Wu:
Chinese sentence semantic matching based on multi-level relevance extraction and aggregation for intelligent human-robot interaction. Appl. Soft Comput. 131: 109795 (2022) - [j15]Sheriff Abouchekeir, Andrew Vu, Muhetaer Mukaidaisi, Karl Grantham, Alain B. Tchagang, Yifeng Li:
Adversarial deep evolutionary learning for drug design. Biosyst. 222: 104790 (2022) - [j14]Karl Grantham, Muhetaer Mukaidaisi, Hsu Kiang Ooi, Mohammad Sajjad Ghaemi, Alain B. Tchagang, Yifeng Li:
Deep Evolutionary Learning for Molecular Design. IEEE Comput. Intell. Mag. 17(2): 14-28 (2022) - 2019
- [j13]Yifeng Li, François Fauteux, Jinfeng Zou, André Nantel, Youlian Pan:
Personalized prediction of genes with tumor-causing somatic mutations based on multi-modal deep Boltzmann machine. Neurocomputing 324: 51-62 (2019) - [j12]Yifeng Li, Youlian Pan, Ziying Liu:
Multiclass Nonnegative Matrix Factorization for Comprehensive Feature Pattern Discovery. IEEE Trans. Neural Networks Learn. Syst. 30(2): 615-629 (2019) - 2018
- [j11]Yifeng Li, Fang-Xiang Wu, Alioune Ngom:
A review on machine learning principles for multi-view biological data integration. Briefings Bioinform. 19(2): 325-340 (2018) - [j10]Yifeng Li, Wenqiang Shi, Wyeth W. Wasserman:
Genome-wide prediction of cis-regulatory regions using supervised deep learning methods. BMC Bioinform. 19(1): 202:1-202:14 (2018) - 2016
- [j9]Yifeng Li, Chih-Yu Chen, Wyeth W. Wasserman:
Deep Feature Selection: Theory and Application to Identify Enhancers and Promoters. J. Comput. Biol. 23(5): 322-336 (2016) - [j8]Yifeng Li, Haifen Chen, Jie Zheng, Alioune Ngom:
The Max-Min High-Order Dynamic Bayesian Network for Learning Gene Regulatory Networks with Time-Delayed Regulations. IEEE ACM Trans. Comput. Biol. Bioinform. 13(4): 792-803 (2016) - 2015
- [j7]Yifeng Li, Chih-Yu Chen, Alice M. Kaye, Wyeth W. Wasserman:
The identification of cis-regulatory elements: A review from a machine learning perspective. Biosyst. 138: 6-17 (2015) - [j6]Yifeng Li, B. John Oommen, Alioune Ngom, Luis Rueda:
Pattern classification using a new border identification paradigm: The nearest border technique. Neurocomputing 157: 105-117 (2015) - 2014
- [j5]Yifeng Li, Alioune Ngom:
Versatile sparse matrix factorization: Theory and applications. Neurocomputing 145: 23-29 (2014) - 2013
- [j4]Yifeng Li, Alioune Ngom:
Sparse representation approaches for the classification of high-dimensional biological data. BMC Syst. Biol. 7(S-4): S6 (2013) - [j3]Yifeng Li, Alioune Ngom:
Classification approach based on non-negative least squares. Neurocomputing 118: 41-57 (2013) - [j2]Yifeng Li, Alioune Ngom:
The non-negative matrix factorization toolbox for biological data mining. Source Code Biol. Medicine 8: 10 (2013) - [j1]Yifeng Li, Alioune Ngom:
Nonnegative Least-Squares Methods for the Classification of High-Dimensional Biological Data. IEEE ACM Trans. Comput. Biol. Bioinform. 10(2): 447-456 (2013)
Conference and Workshop Papers
- 2022
- [c32]Mohammad Sajjad Ghaemi, Karl Grantham, Isaac Tamblyn, Yifeng Li, Hsu Kiang Ooi:
Generative Enriched Sequential Learning (ESL) Approach for Molecular Design via Augmented Domain Knowledge. Canadian AI 2022 - [c31]Chunsheng Yang, Rahatara Ferdousi, Abdulmotaleb El-Saddik, Yifeng Li, Zheng Liu, Min Liao:
Lifetime Learning-enabled Modelling Framework for Digital Twin. CASE 2022: 1761-1766 - [c30]Aws Al Jumaily, Muhetaer Mukaidaisi, Andrew Vu, Alain B. Tchagang, Yifeng Li:
Exploring Multi-Objective Deep Reinforcement Learning Methods for Drug Design. CIBCB 2022: 1-8 - [c29]Chunsheng Yang, Yifeng Li, Yubin Yang, Zheng Liu, Min Liao:
Transfer Learning-enabled Modelling Framework for Digital Twin. CSCWD 2022: 113-118 - [c28]Xu Zhang, Yifeng Li, Xueping Peng, Xinxiao Qiao, Hui Zhang, Wenpeng Lu:
Correlation Encoder-Decoder Model for Text Generation. IJCNN 2022: 1-7 - 2021
- [c27]Sheriff Abouchekeir, Alain B. Tchagang, Yifeng Li:
Adversarial Deep Evolutionary Learning for Drug Design. CIBCB 2021: 1-9 - [c26]Rui Yu, Wenpeng Lu, Yifeng Li, Jiguo Yu, Guoqiang Zhang, Xu Zhang:
Sentence Semantic Matching with Hierarchical CNN Based on Dimension-augmented Representation. IJCNN 2021: 1-8 - [c25]Pengyu Zhao, Wenpeng Lu, Yifeng Li, Jiguo Yu, Ping Jian, Xu Zhang:
Chinese Semantic Matching with Multi-granularity Alignment and Feature Fusion. IJCNN 2021: 1-8 - 2020
- [c24]Xiaoyan Li, Iluju Kiringa, Tet Hin Yeap, Xiaodan Zhu, Yifeng Li:
Exploring Deep Anomaly Detection Methods Based on Capsule Net. Canadian AI 2020: 375-387 - [c23]Xu Zhang, Yifeng Li, Wenpeng Lu, Ping Jian, Guoqiang Zhang:
Intra-Correlation Encoding for Chinese Sentence Intention Matching. COLING 2020: 5193-5204 - [c22]Xiaoyan Li, Iluju Kiringa, Tet Hin Yeap, Xiaodan Zhu, Yifeng Li:
Anomaly Detection Based on Unsupervised Disentangled Representation Learning in Combination with Manifold Learning. IJCNN 2020: 1-10 - [c21]Yifeng Li, Xiaodan Zhu, Richard Naud, Pengcheng Xi:
Capsule Deep Generative Model That Forms Parse Trees. IJCNN 2020: 1-8 - 2019
- [c20]Yifeng Li, Xiaodan Zhu:
Capsule Generative Models. ICANN (1) 2019: 281-295 - 2018
- [c19]Yifeng Li, Xiaodan Zhu:
Exponential Family Restricted Boltzmann Machines and Annealed Importance Sampling. IJCNN 2018: 1-10 - 2015
- [c18]Yifeng Li, Alioune Ngom:
Data integration in machine learning. BIBM 2015: 1665-1671 - [c17]Yifeng Li, Chih-Yu Chen, Wyeth W. Wasserman:
Deep Feature Selection: Theory and Application to Identify Enhancers and Promoters. RECOMB 2015: 205-217 - 2014
- [c16]Yifeng Li, Richard J. Caron, Alioune Ngom:
A decomposition method for large-scale sparse coding in representation learning. IJCNN 2014: 3732-3738 - 2013
- [c15]Yifeng Li, B. John Oommen, Alioune Ngom, Luis Rueda:
A New Paradigm for Pattern Classification: Nearest Border Techniques. Australasian Conference on Artificial Intelligence 2013: 441-446 - [c14]Yifeng Li, Alioune Ngom:
The max-min high-order dynamic Bayesian network learning for identifying gene regulatory networks from time-series microarray data. CIBCB 2013: 83-90 - [c13]Yifeng Li, Alioune Ngom:
Versatile Sparse Matrix Factorization and Its Applications in High-Dimensional Biological Data Analysis. PRIB 2013: 91-101 - [c12]Iman Rezaeian, Yifeng Li, Martin Crozier, Eran Andrechek, Alioune Ngom, Luis Rueda, Lisa A. Porter:
Identifying Informative Genes for Prediction of Breast Cancer Subtypes. PRIB 2013: 138-148 - 2012
- [c11]Yifeng Li, Alioune Ngom:
Fast sparse representation approaches for the classification of high-dimensional biological data. BIBM 2012: 1-6 - [c10]Yifeng Li, Alioune Ngom:
A new Kernel non-negative matrix factorization and its application in microarray data analysis. CIBCB 2012: 371-378 - [c9]Yifeng Li, Alioune Ngom:
Fast Kernel Sparse Representation Approaches for Classification. ICDM 2012: 966-971 - [c8]Yifeng Li, Alioune Ngom:
Supervised Dictionary Learning via Non-negative Matrix Factorization for Classification. ICMLA (1) 2012: 439-443 - [c7]Yifeng Li, Alioune Ngom, Luis Rueda:
A Framework of Gene Subset Selection Using Multiobjective Evolutionary Algorithm. PRIB 2012: 38-48 - [c6]Yifeng Li, Alioune Ngom:
Diagnose the Premalignant Pancreatic Cancer Using High Dimensional Linear Machine. PRIB 2012: 198-209 - 2010
- [c5]Yifeng Li, Numanul Subhani, Alioune Ngom, Luis Rueda:
Alignment-based versus variation-based transformation methods for clustering microarray time-series data. BCB 2010: 53-61 - [c4]Yifeng Li, Alioune Ngom:
Non-negative matrix and tensor factorization based classification of clinical microarray gene expression data. BIBM 2010: 438-443 - [c3]Numanul Subhani, Yifeng Li, Alioune Ngom, Luis Rueda:
Alignment versus variation methods for clustering microarray time-series data. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c2]Yifeng Li, Alioune Ngom:
Classification of Clinical Gene-Sample-Time Microarray Expression Data via Tensor Decomposition Methods. CIBB 2010: 275-286 - [c1]Yifeng Li, Alioune Ngom, Luis Rueda:
Missing value imputation methods for gene-sample-time microarray data analysis. CIBCB 2010: 1-7
Informal and Other Publications
- 2022
- [i4]Mohammad Sajjad Ghaemi, Karl Grantham, Isaac Tamblyn, Yifeng Li, Hsu Kiang Ooi:
Generative Enriched Sequential Learning (ESL) Approach for Molecular Design via Augmented Domain Knowledge. CoRR abs/2204.02474 (2022) - [i3]Rui Yu, Yifeng Li, Wenpeng Lu, Longbing Cao:
Tri-Attention: Explicit Context-Aware Attention Mechanism for Natural Language Processing. CoRR abs/2211.02899 (2022) - 2021
- [i2]Yifeng Li, Hsu Kiang Ooi, Alain B. Tchagang:
Deep Evolutionary Learning for Molecular Design. CoRR abs/2102.01011 (2021) - 2019
- [i1]Xiaoyan Li, Iluju Kiringa, Tet Hin Yeap, Xiaodan Zhu, Yifeng Li:
Exploring Deep Anomaly Detection Methods Based on Capsule Net. CoRR abs/1907.06312 (2019)
Coauthor Index
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