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Shixin Liu

Northeastern University

30H-index
220Paper Count
4.0KCitation Count
Published Papers 60
Publication Date
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Pixel relationship-constrained weakly supervised semantic segmentation for remote sensing images: enhancing CAM integrity and pseudo-label quality
errInternational Journal of Remote Sensing
IF2.6
err2026-07-06
err0
PREAI
errJiaming Fan; Dali Chen; Yang Liu; Shixin Liu
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Overcoming scalability challenges in multi-objective flexible jobshop scheduling algorithms by automatic configuration
errAPPLIED SOFT COMPUTING
IF6.6
err2026-01-21
err0
PREAI
errZhang, Xuwei; Liu, Shixin; Zhao, Ziyan; Song, Jianhai; Yang, Shengxiang
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TPH-SMOTE: A tri-process heuristic oversampling approach integrating SMOTE and whale optimization for imbalanced binary classification
errExpert Systems with Applications
IF7.5
err2025-12-24
err0
PREAI
errZichao Du; Shen Yan; Jiacun Wang; Xiwang Guo; Shixin Liu
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Optimization of Circular Disassembly Lines With Human-Assisted Robotic Workstations Using Two-Stage Greedy PPO Algorithm
errIEEE Transactions on Computational Social Systems
IF4.9
err2025-12-08
err0
PREAI
errShujin Qin; Yujie Feng; Jiacun Wang; Shixin Liu; Xiwang Guo; Liang Qi
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Improved Carnivorous Plant Algorithm for Human–Robot Collaborative U-Shaped Disassembly Line Balancing With Mobile Workers
errIEEE Transactions on Computational Social Systems
IF4.9
err2025-10-10
err0
PREAI
errShujin Qin; Shaokang Dai; Jiacun Wang; Shixin Liu; Xiwang Guo; Liang Qi; Bin Hu; Yingjun Ji
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A lightweight model for autonomous vehicle to detect front vehicles in traffic flow
errSIGNAL IMAGE AND VIDEO PROCESSING
IF2.1
err2025-10-03
err0
PREAI
errDu, Xuejing; Liu, Shixin
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Corrigendum to “Development of a dual-channel analytical approach for diabetic biomarker discovery in blood via integrative metabolomics and lipidomics” [Journal of Chromatography A, 2025, 466323. doi:10.1016/j.chroma.2025.466323]
errJournal of Chromatography A
IF4
err2025-09-25
err0
PREAI
errYehai Li; Shixin Liu; Yunsha Zhang; BoYa Guan; Chaojun Zhu; Hongbin Liu; Liang Xu
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Introducing Raman Spectroscopy through Analysis of Microplastic Pollutants: A Polymer Characterization Practical for Chemical Engineering Undergraduates
errJOURNAL OF CHEMICAL EDUCATION
IF2.9
err2025-09-01
err0
PREAI
errHe, Qing; Zou, Shaolan; Jin, Fengmin; Zhang, Wen; Geng, Zhufeng; Hu, Huilin; Fang, Hui; Liu, Shixin; Liu, Na; Tian, Nana; Li, Yinping; Fan, Xiaobin
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Two-stage robust optimizer for multi-product multi-process resource allocation in steel production systems
errENGINEERING OPTIMIZATION
IF2.2
err2025-09-01
err0
PREAI
errZhang, Zhuohan; Zhao, Ziyan; Li, Shengchao; Song, Jianhai; Liu, Shixin
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Development of a dual-channel analytical approach for diabetic biomarker discovery in blood via integrative metabolomics and lipidomics
errJournal of Chromatography A
IF4
err2025-08-27
err0
PREAI
errYehai Li; Shixin Liu; Yunsha Zhang; BoYa Guan; Chaojun Zhu; Hongbin Liu; Liang Xu
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errSave
Weakly supervised semantic segmentation with multi-task learning and segment anything model
errNeurocomputing
IF6.5
err2025-07-29
err0
PREAI
errZheng Xue; Dinghao Guo; Dali Chen; Shixin Liu
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Weakly supervised semantic segmentation via multi-type semantic affinity learning
errKnowledge-Based Systems
IF7.6
err2025-07-05
err0
PREAI
errZheng Xue; Dinghao Guo; Dali Chen; Yumin Zhang; Xin Lin; Shixin Liu
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errSave
A Novel Co Coordinated Highly Dispersed Nano Ag/HAP Catalysts in Enhanced Toluene Catalytic Oxidation with Non-Thermal Plasma
errPLASMA CHEMISTRY AND PLASMA PROCESSING
IF2.5
err2025-05-05
err0
PREAI
errXuemin Wang; Jiahui Li; Pai Lu; Shixin Liu; Shuyao Zhang; Enpeng Deng; Yuxin Miao; Zhen Zhao
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errSave
Dynamic quadratic decomposition-based evolutionary algorithm for multi-objective fuzzy flexible jobshop scheduling
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2025-04-01
err0
PREAI
errZhang, Xuwei; Zhao, Ziyan; Qin, Shujin; Liu, Shixin; Zhou, Mengchu
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Twin Delayed Deep Deterministic Policy Gradient Algorithm for a Heterogeneous Multifactory Remanufacturing Optimization Problem
errIEEE Transactions on Computational Social Systems
IF4.9
err2025-01-01
err0
PREAI
errLiang Qi; Qiqi Zeng; Shixin Liu; Jiacun Wang; Shujin Qin; Xiwang Guo
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Multi-Product Multi-Stage Multi-Period Resource Allocation for Minimizing Batch-Processing Steel Production Cost
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2025-01-01
err4
PREAI
errZhang, Zhuohan; Zhao, Ziyan; Qin, Shujin; Liu, Shixin; Zhou, Mengchu
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A Multiobjective Discrete Harmony Search Optimizer for Disassembly Line Balancing Problems Considering Human Factors
errIEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS
IF4.4
err2025-01-01
err0
PREAI
errWei, Tingting; Guo, Xiwang; Zhou, Mengchu; Wang, Jiacun; Liu, Shixin; Qin, Shujin; Tang, Ying
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Multiple Product Hybrid Disassembly Line Balancing Problem With Human-Robot Collaboration
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2025-01-01
err3
PREAI
errQin, Shujin; Xiang, Changsheng; Wang, Jiacun; Liu, Shixin; Guo, Xiwang; Qi, Liang
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Modeling and Optimization of Multiproduct Human–Robot Collaborative Hybrid Disassembly Line Balancing With Resource Sharing
errIEEE Transactions on Computational Social Systems
IF4.9
err2025-01-01
err0
PREAI
errXiwang Guo; Feng Guo; Liang Qi; Jiacun Wang; Shixin Liu; Shujin Qin; Weitian Wang
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Multidisciplinary team quality improves the survival outcomes of locally
errRADIOTHERAPY AND ONCOLOGY
IF5.3
err2024-11-01
err0
errOAAI
errMa, Huiying; Li, Haoyue; Xu, Tongzhen; Gao, Yuanhong; Liu, Shixin; Wang, Wenling; Wei, Lichun; Wang, Xishan; Jiang, Liming; Chi, Yihebali; Shi, Jinming; Shuai, Jiacheng; Zou, Shuangmei; Cai, Yong; Zhu, Yuan; Cheng, Guanghui; Zhang, Hongyan; Wang, Xin; Zhu, Suyu; Wang, Jun; Li, Gaofeng; Yang, Jialin; Zhang, Kuan; Lu, Ningning; Fang, Hui; Wang, Shulian; Li, Yexiong; Zhou, Haitao; Tang, Yuan; Jin, Jing
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Research Directions

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Co-authors
Cooperation Journals
M
MengChu Zhou
H-index: 131 · Papers: 1.7K
J
Jianhui Wang
H-index: 111 · Papers: 668
Z
Zhaolin Liu
H-index: 77 · Papers: 294
杨
杨圣祥 (Shengxiang Yang)
H-index: 71 · Papers: 584
张慧 cover
张慧 (Hui Zhang)
H-index: 70 · Papers: 749
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