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Xijun Liang
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2020 – today
- 2023
- [j15]Xijun Liang, Qi Yu, Kaili Zhang, Pan Zeng, Ling Jian:
LapRamp: a noise resistant classification algorithm based on manifold regularization. Appl. Intell. 53(20): 23797-23811 (2023) - 2022
- [j14]Xijun Liang, Zhipeng Zhang, Yunquan Song, Ling Jian:
Kernel-based online regression with canal loss. Eur. J. Oper. Res. 297(1): 268-279 (2022) - [j13]Maojun Zhang, Cuiqing Zhang, Xijun Liang, Zhonghang Xia, Ling Jian, Jiangxia Nan:
A noise-resilient online learning algorithm with ramp loss for ordinal regression. Intell. Data Anal. 26(2): 379-405 (2022) - [j12]Ling Jian, Zhiqi Pu, Lili Zhu, Tiancan Yao, Xijun Liang:
SS R-CNN: Self-Supervised Learning Improving Mask R-CNN for Ship Detection in Remote Sensing Images. Remote. Sens. 14(17): 4383 (2022) - [j11]Xijun Liang, Zhipeng Zhang, Xingke Chen, Ling Jian:
Kernel learning with nonconvex ramp loss. Stat. Anal. Data Min. 15(6): 751-765 (2022) - 2021
- [j10]Ming Huang, Jinlong Yuan, Sida Lin, Xijun Liang, Chongyang Liu:
On Solving the Convex Semi-Infinite Minimax Problems via Superlinear 풱풰 Incremental Bundle Technique with Partial Inexact Oracle. Asia Pac. J. Oper. Res. 38(5): 2140015:1-2140015:32 (2021) - [j9]Yunquan Song, Xijun Liang, Yanji Zhu, Lu Lin:
Robust variable selection with exponential squared loss for the spatial autoregressive model. Comput. Stat. Data Anal. 155: 107094 (2021) - [j8]Xijun Liang, Xiaoxin Song, Kai Qi, Jundong Li, Jinyu Liu, Ling Jian:
Anomaly Detection Aided Budget Online Classification for Imbalanced Data Streams. IEEE Intell. Syst. 36(3): 14-22 (2021) - [c6]Kai Guo, Xijun Liang, Weizhi Lu:
Compressed Sensing via Collaboratively Learned Dictionaries. ISPA 2021: 23-28
2010 – 2019
- 2019
- [j7]Fuhao Gao, Xiaoxin Song, Ling Jian, Xijun Liang:
Toward Budgeted Online Kernel Ridge Regression on Streaming Data. IEEE Access 7: 26136-26145 (2019) - [j6]Xijun Liang, Zongjin Zhen, Yunquan Song, Ling Jian, Dongmei Song:
Pol-SAR Based Oil Spillage Classification With Various Scenarios of Prior Knowledge. IEEE Access 7: 66895-66909 (2019) - 2018
- [i2]Xijun Liang, Zhonghang Xia, Yongxiang Wang, Ling Jian, Xinnan Niu, Andrew J. Link:
Efficient online learning for large-scale peptide identification. CoRR abs/1805.03006 (2018) - [i1]Binbin Liu, Jundong Li, Yunquan Song, Xijun Liang, Ling Jian, Huan Liu:
Online Newton Step Algorithm with Estimated Gradient. CoRR abs/1811.09955 (2018) - 2017
- [j5]Ling Jian, Shuqian Shen, Jundong Li, Xijun Liang, Lei Li:
Budget Online Learning Algorithm for Least Squares SVM. IEEE Trans. Neural Networks Learn. Syst. 28(9): 2076-2087 (2017) - [c5]Yongxiang Wang, Xijun Liang, Zhonghang Xia, Xinnan Niu, Andrew J. Link, Haiqing Yin:
Improved classification model for peptide identification based on self-paced learning. BIBM 2017: 258-261 - 2016
- [j4]Xijun Liang, Zhonghang Xia, Liping Pang, Liwei Zhang, Hongwei Zhang:
Measure prediction capability of data for collaborative filtering. Knowl. Inf. Syst. 49(3): 975-1004 (2016) - [j3]Ling Jian, Zhonghang Xia, Xinnan Niu, Xijun Liang, Parimal Samir, Andrew J. Link:
ℓ2 Multiple Kernel Fuzzy SVM-Based Data Fusion for Improving Peptide Identification. IEEE ACM Trans. Comput. Biol. Bioinform. 13(4): 804-809 (2016) - 2015
- [c4]Xijun Liang, Zhonghang Xia, Ling Jian, Xinnan Niu, Andrew J. Link:
An efficient ACS algorithm for classification-based peptide identification. BIBM 2015: 286-289 - 2014
- [c3]Xijun Liang, Zhonghang Xia, Xinnan Niu, Andrew J. Link:
A weighted classification model for peptide identification. ICCABS 2014: 1-2 - 2012
- [j2]Xijun Liang, Zhonghang Xia, Li-Wei Zhang, Fang-Xiang Wu:
Inference of gene regulatory subnetworks from time course gene expression data. BMC Bioinform. 13(S-9): S3 (2012) - [c2]Xijun Liang, Zhonghang Xia, Xinnan Niu, Andrew J. Link, Liping Pang, Fang-Xiang Wu, Hongwei Zhang:
A fuzzy cluster-based algorithm for peptide identification. BIBM Workshops 2012: 602-609 - 2011
- [j1]Ling Jian, Zhonghang Xia, Xijun Liang, Chuanhou Gao:
Design of a multiple kernel learning algorithm for LS-SVM by convex programming. Neural Networks 24(5): 476-483 (2011) - [c1]Xijun Liang, Zhonghang Xia, Li-Wei Zhang, Fang-Xiang Wu:
Modeling Gene Regulatory Subnetworks from Time Course Gene Expression Data. BIBM 2011: 216-221
Coauthor Index
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