Xijun Liang - Publications, H-index & Citations

梁锡军 (Xijun Liang)

china university of petroleum (east china)

11H指数

66论文数

375被引数

收录论文 15

发表时间

Adaptive robust MIMO radar target localization via capped Frobenius norm 基于截断Frobenius范数的自适应鲁棒MIMO雷达目标定位

Signal Processing

IF3.6

2025-05-02

PREAI

Jun-Ru Yang; Zhang-Lei Shi; Xiao-Peng Li; Wenxin Xiong; Yaru Fu; Xijun Liang

Multiple scales fusion and query matching stabilization for detection with transformer 多尺度融合与查询匹配稳定化：基于Transformer的检测方法

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

IF8

2025-03-01

PREAI

Du, Shenyu; Liang, Xijun; Wu, Kun; Tian, Ye; Liu, Yue; Jian, Ling

NGDE: A Niching-Based Gradient-Directed Evolution Algorithm for Nonconvex Optimization

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2025-03-01

PREAI

Yu, Qi; Liang, Xijun; Li, Mengzhen; Jian, Ling

ROPU: A robust online positive-unlabeled learning algorithm

KNOWLEDGE-BASED SYSTEMS

IF7.6

2025-01-01

PREAI

Liang, Xijun; Zhu, Kaili; Xiao, An; Wen, Ya; Zhang, Kaili; Wang, Suhang; Jian, Ling

Oncofetal MCB1 Is a Functional Biomarker for HCC Personalized Therapy 癌胚MCB1是HCC个性化治疗的功能性生物标志物

ADVANCED SCIENCE

IF14.1

2024-10-14

OAAI

Xiang, Daimin; Liu, Junyu; Wang, Yichuan; Hu, Dingtao; Zhang, Cheng; Zeng, Tanlun; Jiang, Weiqi; Liang, Xijun; Dong, Wei; Sun, Wen; Xu, Li; Li, Hengyu; Shi, Yihai; Zhang, Jian; Liu, Hui; Ding, Jin

Collaborative Dictionary Learning for Compressed Sensing 基于协同字典学习的压缩感知算法

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2024-07-01

PREAI

Li, Weiyu; Lu, Weizhi; Liang, Xijun; Chen, Mingrui; Guo, Kai

LapRamp: a noise resistant classification algorithm based on manifold regularization

APPLIED INTELLIGENCE

IF3.5

2023-07-15

PREAI

Liang, Xijun; Yu, Qi; Zhang, Kaili; Zeng, Pan; Jian, Ling

Identification and validation of a cellular senescence-related lncRNA signature for prognostic prediction in patients with multiple myeloma

CELL CYCLE

IF3.4

2023-05-25

PREAI

Zeng, Tanlun; Jiang, Sihan; Wang, Yichuan; Sun, Guanqun; Cao, Jinjin; Hu, Dingtao; Wang, Guang; Liang, Xijun; Ding, Jin; Du, Juan

Clinical application and prospect of immune checkpoint inhibitors for CAR-NK cell in tumor immunotherapy

FRONTIERS IN IMMUNOLOGY

IF5.9

2023-01-19

OAAI

Yang, Kangdi; Zhao, Yuze; Sun, Guanqun; Zhang, Xu; Cao, Jinjin; Shao, Mingcong; Liang, Xijun; Wang, Lina

Kernel-based online regression with canal loss

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

IF6

2022-02-01

PREAI

Liang, Xijun; Zhang, Zhipeng; Song, Yunquan; Jian, Ling

Anomaly Detection Aided Budget Online Classification for Imbalanced Data Streams

IEEE INTELLIGENT SYSTEMS

IF6.1

2021-05-01

PREAI

Liang, Xijun; Song, Xiaoxin; Qi, Kai; Liu, Jinyu; Jian, Ling; Li, Jundong

A cost-sensitive online learning method for peptide identification

BMC GENOMICS

IF3.7

2020-04-25

OAAI

Liang Xijun; Xia Zhonghang; Jian Ling; Wang Yongxiang; Niu Xinnan; Link, Andrew J.

Pol-SAR Based Oil Spillage Classification With Various Scenarios of Prior Knowledge

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Liang, Xijun; Zhen, Zongjin; Song, Yunquan; Jian, Ling; Song, Dongmei

l2 Multiple Kernel Fuzzy SVM-Based Data Fusion for Improving Peptide Identification

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2016-07-01

PREAI

Jian, Ling; Xia, Zhonghang; Niu, Xinnan; Liang, Xijun; Samir, Parimal; Link, Andrew J.

Budget Online Learning Algorithm for Least Squares SVM

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2016-01-01

PREAI

Jian, Ling; Shen, Shuqian; Li, Jundong; Liang, Xijun; Li, Lei

研究方向

机器学习与深度神经网络算法与应用，具体研究方向包括深度神经网络优化算法基于深度学习的目标检测缺陷检测机器学习与数据挖掘：PU学习、在线学习2007.9-2013.12，大连理工大学，博士（硕博连读）硕士生课程《机器学习与数据挖掘》、《数值优化》博士生课程《机器学习》、《能源数学科学前沿》应用数学与能源数据科学统计学应用统计主要毕业去向◎承担和参与项目1.近年来，主持的代表性科研项目在线PU学习算法非凸核学习算法研究及其在肽段鉴别中的应用未标号样本分类算法近年来，参与的代表性科研项目高炉炼铁过程统计建模特高含水整装油田流场调整方法研究空间数据异常点探测与变量选择近年来，主持的教学改革项目《高等数学》数值实例库建设◎获奖情况（除教师个人获奖之外，还包含指导学生获奖情况）指导学生获奖数学建模中国石油大学（华东）百优班主任，2020 ◎论文鲁棒在线正-无标签学习算法多尺度融合与查询匹配稳定目标检测自适应梯度导向差分进化算法神经网络训练Training deep neural networks非凸优化多种群梯度定向进化算法压缩感知协同字典学习流形正则化抗噪声分类算法核在线回归运河损失核学习中的非凸Ramp损失自监督学习遥感图像船舶检测SS R-CNN异常检测辅助的不平衡数据流在线分类空间自回归模型的稳健变量选择多肽鉴定在线学习基于Pol-SAR的溢油分类预算在线核岭回归流数据肽段识别分类模型在线学习算法最小二乘支持向量机投资组合优化模型序列凸近似算法协同过滤数据预测能力度量多核模糊支持向量机数据融合与肽段鉴定肽段识别自适应分类模型基于分类的肽段识别ACS算法最优化模型与算法Python实现多肽谱匹配鉴定的在线分析方法基于生成对抗网络的表面缺陷检测方法◎学术兼职[1] 2022. AAAI SPC member[2] 2022. 自动化学会会员[3] 2019. IEEE Member◎其他个人信箱:数学积极主动、进取心强机器学习深度学习

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