default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDKelin Xia
Person information
- affiliation: Nanyang Technological University, Singapore
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j38]Junjie Wee
, Jiahui Chen, Kelin Xia, Guo-Wei Wei:
Integration of persistent Laplacian and pre-trained transformer for protein solubility changes upon mutation. Comput. Biol. Medicine 169: 107918 (2024)- [c3]See Hian Lee, Feng Ji, Kelin Xia, Wee Peng Tay:
Graph Neural Networks with a Distribution of Parametrized Graphs. ICML 2024 - [i7]Joshua Zhi En Tan, Junjie Wee, Xue Gong, Kelin Xia:
Topology-enhanced machine learning model (Top-ML) for anticancer peptide prediction. CoRR abs/2407.08974 (2024) - [i6]Chuan-Shen Hu, Rishikanta Mayengbam, Kelin Xia, Tze Chien Sum:
Quotient complex (QC)-based machine learning for 2D perovskite design. CoRR abs/2407.16996 (2024) - 2023
- [j37]Xiang Liu, Huitao Feng, Zhi Lü, Kelin Xia:
Persistent Tor-algebra for protein-protein interaction analysis. Briefings Bioinform. 24(2) (2023) - [j36]Tsung-Wen Yen, Kelin Xia, Siew Ann Cheong:
Laplacian Spectra of Persistent Structures in Taiwan, Singapore, and US Stock Markets. Entropy 25(6): 846 (2023) - [j35]Hou Yee Choo, Junjie Wee, Cong Shen, Kelin Xia:
Fingerprint-Enhanced Graph Attention Network (FinGAT) Model for Antibiotic Discovery. J. Chem. Inf. Model. 63(10): 2928-2935 (2023) - [j34]Jialin Bi, Junjie Wee, Xiang Liu, Cunquan Qu, Guanghui Wang, Kelin Xia:
Multiscale Topological Indices for the Quantitative Prediction of SARS CoV-2 Binding Affinity Change upon Mutations. J. Chem. Inf. Model. 63(13): 4216-4227 (2023) - [i5]Cong Shen, Xiang Liu, Jiawei Luo, Kelin Xia:
Torsion Graph Neural Networks. CoRR abs/2306.13541 (2023) - [i4]Cong Shen, Pingjian Ding, Junjie Wee, Jialin Bi, Jiawei Luo, Kelin Xia:
Curvature-enhanced Graph Convolutional Network for Biomolecular Interaction Prediction. CoRR abs/2306.13699 (2023) - [i3]Cong Shen, Jiawei Luo, Kelin Xia:
Molecular geometric deep learning. CoRR abs/2306.15065 (2023) - [i2]See Hian Lee, Feng Ji, Kelin Xia, Wee Peng Tay:
Graph Neural Networks with a Distribution of Parametrized Graphs. CoRR abs/2310.16401 (2023) - 2022
- [j33]Chi Seng Pun, Si Xian Lee, Kelin Xia:
Persistent-homology-based machine learning: a survey and a comparative study. Artif. Intell. Rev. 55(7): 5169-5213 (2022) - [j32]Peiran Jiang, Ying Chi, Xiao-Shuang Li, Xiang Liu, Xian-Sheng Hua, Kelin Xia:
Molecular persistent spectral image (Mol-PSI) representation for machine learning models in drug design. Briefings Bioinform. 23(1) (2022) - [j31]Junjie Wee, Kelin Xia:
Persistent spectral based ensemble learning (PerSpect-EL) for protein-protein binding affinity prediction. Briefings Bioinform. 23(2) (2022) - [j30]Weikang Gong, Junjie Wee, Min-Chun Wu, Xiaohan Sun, Chunhua Li, Kelin Xia:
Persistent spectral simplicial complex-based machine learning for chromosomal structural analysis in cellular differentiation. Briefings Bioinform. 23(4) (2022) - [j29]Xiao-Shuang Li, Xiang Liu, Le Lu, Xian-Sheng Hua, Ying Chi, Kelin Xia:
Multiphysical graph neural network (MP-GNN) for COVID-19 drug design. Briefings Bioinform. 23(4) (2022) - [j28]Jiajie Peng, Jinjin Yang, D. Vijay Anand, Xuequn Shang, Kelin Xia:
Flexibility and rigidity index for chromosome packing, flexibility and dynamics analysis. Frontiers Comput. Sci. 16(4): 164902 (2022) - [j27]Xiang Liu, Huitao Feng, Jie Wu, Kelin Xia:
Hom-Complex-Based Machine Learning (HCML) for the Prediction of Protein-Protein Binding Affinity Changes upon Mutation. J. Chem. Inf. Model. 62(17): 3961-3969 (2022) - [j26]Xiang Liu, Huitao Feng, Jie Wu, Kelin Xia:
Dowker complex based machine learning (DCML) models for protein-ligand binding affinity prediction. PLoS Comput. Biol. 18(4) (2022) - [c2]Xiang Liu, Kelin Xia:
Persistent tor-algebra based stacking ensemble learning (PTA-SEL) for protein-protein binding affinity prediction. TAG-ML 2022: 237-247 - 2021
- [j25]Xiang Liu, Huitao Feng, Jie Wu, Kelin Xia:
Persistent spectral hypergraph based machine learning (PSH-ML) for protein-ligand binding affinity prediction. Briefings Bioinform. 22(5) (2021) - [j24]Xiang Liu, Xiangjun Wang, Jie Wu, Kelin Xia:
Hypergraph-based persistent cohomology (HPC) for molecular representations in drug design. Briefings Bioinform. 22(5) (2021) - [j23]Junjie Wee, Kelin Xia:
Forman persistent Ricci curvature (FPRC)-based machine learning models for protein-ligand binding affinity prediction. Briefings Bioinform. 22(6) (2021) - [j22]Duan Chen, Shaoyu Li, Xue Wang, Kelin Xia:
Fast random algorithms for manifold based optimization in reconstructing 3D chromosomal structures. Commun. Inf. Syst. 21(1): 1-29 (2021) - [j21]Tsung-Wen Yen, Kelin Xia, Siew Ann Cheong:
Understanding Changes in the Topology and Geometry of Financial Market Correlations during a Market Crash. Entropy 23(9): 1211 (2021) - [j20]Junjie Wee, Kelin Xia:
Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein-Ligand Binding Affinity Prediction. J. Chem. Inf. Model. 61(4): 1617-1626 (2021) - [c1]Xiang Liu, Kelin Xia:
Neighborhood Complex Based Machine Learning (NCML) Models for Drug Design. iMIMIC/TDA4MedicalData@MICCAI 2021: 87-97 - 2020
- [j19]Zhenliang Wu, Yuwei Zhang, John Z. H. Zhang, Kelin Xia, Fei Xia:
Determining Optimal Coarse-Grained Representation for Biomolecules Using Internal Cluster Validation Indexes. J. Comput. Chem. 41(1): 14-20 (2020) - [i1]Zhenyu Meng, Kelin Xia:
Persistent spectral based machine learning (PerSpect ML) for drug design. CoRR abs/2002.00582 (2020)
2010 – 2019
- 2019
- [j18]Tatsuya Nagai, Masaki Kamizono, Yoshiaki Shiraishi, Kelin Xia, Masami Mohri, Yasuhiro Takano, Masakatu Morii:
A Malicious Web Site Identification Technique Using Web Structure Clustering. IEICE Trans. Inf. Syst. 102-D(9): 1665-1672 (2019) - [j17]Tatsuya Nagai, Makoto Takita, Keisuke Furumoto, Yoshiaki Shiraishi, Kelin Xia, Yasuhiro Takano, Masami Mohri, Masakatu Morii:
Understanding Attack Trends from Security Blog Posts Using Guided-topic Model. J. Inf. Process. 27: 802-809 (2019) - 2018
- [j16]Kelin Xia:
Persistent similarity for biomolecular structure comparison. Commun. Inf. Syst. 18(4): 269-298 (2018) - 2017
- [j15]Lin Mu, Kelin Xia, Guo-Wei Wei:
Geometric and electrostatic modeling using molecular rigidity functions. J. Comput. Appl. Math. 313: 18-37 (2017) - [j14]Yin Cao, Bao Wang, Kelin Xia, Guo-Wei Wei:
Finite volume formulation of the MIB method for elliptic interface problems. J. Comput. Appl. Math. 321: 60-77 (2017) - 2016
- [j13]Kristopher Opron, Kelin Xia, Zach Burton, Guo-Wei Wei:
Flexibility-rigidity index for protein-nucleic acid flexibility and fluctuation analysis. J. Comput. Chem. 37(14): 1283-1295 (2016) - 2015
- [j12]Bao Wang, Kelin Xia, Guo-Wei Wei:
Matched interface and boundary method for elasticity interface problems. J. Comput. Appl. Math. 285: 203-225 (2015) - [j11]Kelin Xia, Zhixiong Zhao, Guo-Wei Wei:
Multiresolution Topological Simplification. J. Comput. Biol. 22(9): 887-891 (2015) - [j10]Kelin Xia, Xin Feng, Yiying Tong, Guo-Wei Wei:
Persistent homology for the quantitative prediction of fullerene stability. J. Comput. Chem. 36(6): 408-422 (2015) - [j9]Kelin Xia, Guo-Wei Wei:
Multidimensional persistence in biomolecular data. J. Comput. Chem. 36(20): 1502-1520 (2015) - [j8]Bao Wang, Kelin Xia, Guo-Wei Wei:
Second order method for solving 3D elasticity equations with complex interfaces. J. Comput. Phys. 294: 405-438 (2015) - 2014
- [j7]Kelin Xia, Guo-Wei Wei:
A Galerkin formulation of the MIB method for three dimensional elliptic interface problems. Comput. Math. Appl. 68(7): 719-745 (2014) - [j6]Kelin Xia, Meng Zhan, Guo-Wei Wei:
MIB Galerkin method for elliptic interface problems. J. Comput. Appl. Math. 272: 195-220 (2014) - [j5]Kelin Xia, Xin Feng, Zhan Chen, Yiying Tong, Guo-Wei Wei:
Multiscale geometric modeling of macromolecules I: Cartesian representation. J. Comput. Phys. 257: 912-936 (2014) - 2013
- [j4]Xin Feng, Kelin Xia, Zhan Chen, Yiying Tong, Guo-Wei Wei:
Multiscale geometric modeling of macromolecules II: Lagrangian representation. J. Comput. Chem. 34(24): 2100-2120 (2013) - 2012
- [j3]Kelin Xia, Meng Zhan, Decheng Wan, Guo-Wei Wei:
Adaptively deformed mesh based interface method for elliptic equations with discontinuous coefficients. J. Comput. Phys. 231(4): 1440-1461 (2012) - [j2]Guo-Wei Wei, Qiong Zheng, Zhan Chen, Kelin Xia:
Variational Multiscale Models for Charge Transport. SIAM Rev. 54(4): 699-754 (2012) - 2011
- [j1]Kelin Xia, Meng Zhan, Guo-Wei Wei:
MIB method for elliptic equations with multi-material interfaces. J. Comput. Phys. 230(12): 4588-4615 (2011)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-09-13 01:40 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
