Ruochen Liu

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 63

Top Venues

Publications

Jianxia Li, Ruochen Liu, Ruinan Wang
Handling dynamic capacitated vehicle routing problems based on adaptive genetic algorithm with elastic strategy. Swarm Evol. Comput. 86 (2024)
Yuanjiang Li, Ying Zhu, Yang Yu, Runze Mao, Linchang Ye, Yun Liu, Ruochen Liu, Tao Lang, Jinglin Zhang
DACA: A domain adaptive fault diagnosis approach with class-aware based on cross-domain extreme imbalance data. Expert Syst. Appl. 256 (2024)
Haoyuan Lv, Ruochen Liu, Handing Wang
Multi-Population Evolutionary Algorithm via Seed Transfer for Multitasking Traveling Salesman Problem. CEC (2024)
Chenglong Yu, Weibin Li, Wei Li, Zixuan Zhu, Ruochen Liu, Biao Hou, Licheng Jiao
A survey for table recognition based on deep learning. Neurocomputing 600 (2024)
Jin Liu, Ruochen Liu
Objective contribution decomposition method and multi-population optimization strategy for large-scale multi-objective optimization problems. Inf. Sci. 678 (2024)
Weifeng Pan, Wei Wu, Ming Hua, Dae-Kyoo Kim, Jinkai Yang, Ruochen Liu
Improving the Condensing of Reverse Engineered Class Diagrams using Weighted Network Metrics. ICSE Companion (2024)
Qi Guo, Jinwei Zhang, Yong Chen, Ruochen Liu
Multivariate Time Series Anomaly Detection in a Regularization Perspective. ICCAI (2023)
Benjamin Yan, Ruochen Liu, David E. Kuo, Subathra Adithan, Eduardo Pontes Reis, Stephen Kwak, Vasantha Kumar Venugopal, Chloe P. O'Connell, Agustina Saenz, Pranav Rajpurkar, Michael Moor
Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting. CoRR (2023)
Shunyang Zhang, Senzhang Wang, Xianzhen Tan, Ruochen Liu, Jian Zhang, Jianxin Wang
sasdim: self-adaptive noise scaling diffusion model for spatial time series imputation. CoRR (2023)
Haoyuan Lv, Ruochen Liu
Multitasking evolutionary algorithm based on adaptive seed transfer for combinatorial problem. Appl. Soft Comput. 147 (2023)
Xilong Zhang, Ruochen Liu, Jin Liu, Xuefeng Liang
Interpreting Positional Information in Perspective of Word Order. ACL (1) (2023)
Benjamin Yan, Ruochen Liu, David E. Kuo, Subathra Adithan, Eduardo Pontes Reis, Stephen Kwak, Vasantha Kumar Venugopal, Chloe O'Connell, Agustina Saenz, Pranav Rajpurkar, Michael Moor
Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting. EMNLP (Findings) (2023)
Yachao Li, Jiadong Wang, Ruochen Liu, Jiabao Ding, Peng Zhang, Mengdao Xing
Joint Translational Motion Compensation for Multitarget ISAR Imaging Based on Integrated Kalman Filter. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jianxia Li, Ruochen Liu, Ruinan Wang
Elastic Strategy-Based Adaptive Genetic Algorithm for Solving Dynamic Vehicle Routing Problem With Time Windows. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Haoyuan Lv, Ruochen Liu
Multitasking Evolutionary Algorithm Based on Adaptive Seed Transfer for Combinatorial Problem. CoRR (2023)
Miguel Millan, Ruochen Liu, Hua Ming
Connecting Cloud Computing and Machine Learning Through Functional Situation-Awareness: A User-Centric Smart Monitoring Application. SSE (2023)
Ruochen Liu, Ping Yang, Haoyuan Lv, Weibin Li
Multi-Objective Multi-Factorial Evolutionary Algorithm for Container Placement. IEEE Trans. Cloud Comput. 11 (2) (2023)
Wanfeng Chen, Ruochen Liu, Qi Guo, Mengyi Niu
A Repetitive Grouping Max-Min Ant System for Multi-Depot Vehicle Routing Problem with Time Window. ICSI (2) (2023)
Song Liu, Anqi Liu, Zefeng Cai, Chunfeng Sun, Ruochen Liu
Analysis of the Propagation Characteristics of Acoustic Waves From Leakages in Buried Gas Pipelines. IEEE Access 11 (2023)
Ruochen Liu, Minlei Xue, Haoyuan Lv
Adaptive Feature Weights Based Double-Layer Multi-Objective Method for SAR Image Segmentation. Remote. Sens. 14 (5) (2022)
Ruochen Liu, Dawei Jiang, Xilong Zhang
A Stable Deep Reinforcement Learning Framework for Recommendation. IEEE Intell. Syst. 37 (3) (2022)
Jianxia Li, Ruochen Liu, Ruinan Wang
A change type-based self-adaptive response strategy for dynamic multi-objective optimization. Knowl. Based Syst. 243 (2022)
Jianxia Li, Ruochen Liu, Ruinan Wang
Handling dynamic multiobjective optimization problems with variable environmental change via classification prediction and dynamic mutation. Inf. Sci. 608 (2022)
Zelun Luo, Zane Durante, Linden Li, Wanze Xie, Ruochen Liu, Emily Jin, Zhuoyi Huang, Lun Yu Li, Jiajun Wu, Juan Carlos Niebles, Ehsan Adeli, Fei-Fei Li
MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing. NeurIPS (2022)
Lun Zhou, Song Gao, Simin Wang, Hengsheng Zhang, Ruochen Liu, Jiaming Liu
IPD-Net: Infrared Pedestrian Detection Network via Adaptive Feature Extraction and Coordinate Information Fusion. Sensors 22 (22) (2022)
Ruochen Liu, Shaoyi Bei, Meng Gu, Han Wang, Jianzhong Sun
Research on Characteristics of Electrostatic Wear-Site and Oil-Line Sensor with Theoretical and Comprehensive Analysis. J. Sensors 2022 (2022)
Zheming Tu, Changhao Chen, Xianfei Pan, Ruochen Liu, Jiarui Cui, Jun Mao
EMA-VIO: Deep Visual-Inertial Odometry with External Memory Attention. CoRR (2022)
Ruochen Liu, Nanxi Li, Fangfang Wang
Noisy multi-objective optimization algorithm based on Gaussian model and regularity model. Swarm Evol. Comput. 69 (2022)
Jin Liu, Ruochen Liu, Xilong Zhang
Recursive grouping and dynamic resource allocation method for large-scale multi-objective optimization problem. Appl. Soft Comput. 130 (2022)
Simin Wang, Song Gao, Lun Zhou, Ruochen Liu, Hengsheng Zhang, Jiaming Liu, Yong Jia, Jiang Qian
YOLO-SD: Small Ship Detection in SAR Images by Multi-Scale Convolution and Feature Transformer Module. Remote. Sens. 14 (20) (2022)
Caihong Mu, Weizhu Chen, Yi Liu, Dongchang Lei, Ruochen Liu
Virtual information core optimization for collaborative filtering recommendation based on clustering and evolutionary algorithms. Appl. Soft Comput. 116 (2022)
Yifan Li, Ruochen Liu, Wanfeng Chen, Jing Liu
Radial basis network simulation for noisy multiobjective optimization considering evolution control. Inf. Sci. 609 (2022)
Ruochen Liu, Nanxi Li, Luyao Peng, Kai Wu
A Special Point and Transfer Component Analysis Based Dynamic Multi-objective Optimization Algorithm. EMO (2021)
Ruochen Liu, Ruinan Wang, Renyu Bian, Jing Liu, Licheng Jiao
A Decomposition-Based Evolutionary Algorithm with Correlative Selection Mechanism for Many-Objective Optimization. Evol. Comput. 29 (2) (2021)
Lianmin Zheng, Ruochen Liu, Junru Shao, Tianqi Chen, Joseph Gonzalez, Ion Stoica, Ameer Haj-Ali
TenSet: A Large-scale Program Performance Dataset for Learned Tensor Compilers. NeurIPS Datasets and Benchmarks (2021)
Ruochen Liu, Yifan Li, Handing Wang, Jin Liu
A noisy multi-objective optimization algorithm based on mean and Wiener filters. Knowl. Based Syst. 228 (2021)
Ruochen Liu, Ping Yang, Jiangdi Liu
A dynamic multi-objective optimization evolutionary algorithm for complex environmental changes. Knowl. Based Syst. 216 (2021)
Ruochen Liu, Jianxia Li, Yaochu Jin, Licheng Jiao
A Self-Adaptive Response Strategy for Dynamic Multiobjective Evolutionary Optimization Based on Objective Space Decomposition. Evol. Comput. 29 (4) (2021)
Ruochen Liu, Ruinan Wang, Junjun Huang, Jianxia Li, Licheng Jiao
Change Detection in SAR Images Using Multiobjective Optimization and Ensemble Strategy. IEEE Geosci. Remote. Sens. Lett. 18 (9) (2021)
Mengyi Niu, Ruochen Liu, Handing Wang
A Max-Min Ant System based on Decomposition for the Multi-Depot Cumulative Capacitated Vehicle Routing Problem. CEC (2021)
Ruochen Liu, Rui Ren, Jin Liu, Jing Liu
A clustering and dimensionality reduction based evolutionary algorithm for large-scale multi-objective problems. Appl. Soft Comput. 89 (2020)
Ruochen Liu, Luyao Peng, Jiangdi Liu, Jing Liu
A diversity introduction strategy based on change intensity for evolutionary dynamic multiobjective optimization. Soft Comput. 24 (17) (2020)
Ruochen Liu, Jin Liu, Yifan Li, Jing Liu
A random dynamic grouping based weight optimization framework for large-scale multi-objective optimization problems. Swarm Evol. Comput. 55 (2020)
Ruochen Liu, Dawei Jiang, Langlang Zhang, Zetong Zhang
Deep Depthwise Separable Convolutional Network for Change Detection in Optical Aerial Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Ruochen Liu, Runan Zhou, Rui Ren, Jiangdi Liu, Licheng Jiao
Multi-layer interaction preference based multi-objective evolutionary algorithm through decomposition. Inf. Sci. 509 (2020)
Ruochen Liu, Jin Liu, Runan Zhou, Cheng Lian, Renyu Bian
A region division based decomposition approach for evolutionary many-objective optimization. Knowl. Based Syst. 194 (2020)
Jianxia Li, Ruochen Liu, Ruinan Wang, Jin Liu, Caihong Mu
A Special Points-Based Hybrid Prediction Strategy for Dynamic Multi-Objective Optimization. IEEE Access 7 (2019)
Ruochen Liu, Jiangdi Liu, Manman He
A multi-objective ant colony optimization with decomposition for community detection in complex networks. Trans. Inst. Meas. Control 41 (9) (2019)
Ruochen Liu, Fangfang Wang, Manman He, Licheng Jiao
An adjustable fuzzy classification algorithm using an improved multi-objective genetic strategy based on decomposition for imbalance dataset. Knowl. Inf. Syst. 61 (3) (2019)
Ruochen Liu, Zhihong Cheng, Langlang Zhang, Jianxia Li
Remote Sensing Image Change Detection Based on Information Transmission and Attention Mechanism. IEEE Access 7 (2019)
Ruochen Liu, Lijia An, Xin Yu
A new two-stage genetic programming classification algorithm and its applications. Trans. Inst. Meas. Control 40 (8) (2018)
Ruochen Liu, Jianxia Li, Jing Fan, Licheng Jiao
A dynamic multiple populations particle swarm optimization algorithm based on decomposition and prediction. Appl. Soft Comput. 73 (2018)
Ruochen Liu, Jianxia Li, Wen Feng, Xin Yu, Licheng Jiao
A new angle-based preference selection mechanism for solving many-objective optimization problems. Soft Comput. 22 (19) (2018)
Ruochen Liu, Jianxia Li, Xiaolin Song, Xin Yu, Licheng Jiao
Simulated annealing-based immunodominance algorithm for multi-objective optimization problems. Knowl. Inf. Syst. 55 (1) (2018)
Jianxia Li, Ruochen Liu, Mingyang Zhang, Yangyang Li
Ensemble-based multi-objective clustering algorithms for gene expression data sets. CEC (2017)
Ruochen Liu, Xiaolin Song, Lingfen Fang, Licheng Jiao
An r-dominance-based preference multi-objective optimization for many-objective optimization. Soft Comput. 21 (17) (2017)
Ruochen Liu, Ruinan Wang, Xin Yu, Lijia An
Shape automatic clustering-based multi-objective optimization with decomposition. Mach. Vis. Appl. 28 (5-6) (2017)
Ruochen Liu, Guan Xia, Jianxia Li
Shape-Based Image Retrieval Based on Improved Genetic Programming. ICONIP (4) (2017)
Ruochen Liu, Jianxia Li, Manman He
Multi-objective Gene Expression Programming Based Automatic Clustering Method. ISICA (1) (2017)
Ruochen Liu, Cheng Lian, Langlang Zhang, Xiao Wang
A modified MOEA/D by introducing an invasive weed optimization operator. ICNC-FSKD (2017)
Ruochen Liu, Ruinan Wang, Manman He, Xiao Wang
Improved Artificial Weed Colonization Based Multi-objective Optimization Algorithm. LSMS/ICSEE (2) (2017)
Ruochen Liu, Jianxia Li, Jing Fan, Caihong Mu, Licheng Jiao
A coevolutionary technique based on multi-swarm particle swarm optimization for dynamic multi-objective optimization. Eur. J. Oper. Res. 261 (3) (2017)
Ruochen Liu, Ruinan Wang, Wen Feng, Junjun Huang, Licheng Jiao
Interactive Reference Region Based Multi-Objective Evolutionary Algorithm Through Decomposition. IEEE Access 4 (2016)
Ruochen Liu, Jing Fan, Licheng Jiao
Integration of improved predictive model and adaptive differential evolution based dynamic multi-objective evolutionary optimization algorithm. Appl. Intell. 43 (1) (2015)
Ruochen Liu, Xu Niu, Jing Fan, Caihong Mu, Licheng Jiao
An orthogonal predictive model-based dynamic multi-objective optimization algorithm. Soft Comput. 19 (11) (2015)
Yangyang Li, Yang Yue, Licheng Jiao, Ruochen Liu
Threshold image segmentation based on dynamic mutation and background cooperation. CEC (2015)
Ruochen Liu, Binbin Zhu, Renyu Bian, Yajuan Ma, Licheng Jiao
Dynamic local search based immune automatic clustering algorithm and its applications. Appl. Soft Comput. 27 (2015)
Xiangrong Zhang, Yudi He, Licheng Jiao, Ruochen Liu, Jie Feng, Sisi Zhou
Scaling cut criterion-based discriminant analysis for supervised dimension reduction. Knowl. Inf. Syst. 43 (3) (2015)
Ruochen Liu, Lang Zhang, Bingjie Li, Yajuan Ma, Licheng Jiao
Synergy of two mutations based immune multi-objective automatic fuzzy clustering algorithm. Knowl. Inf. Syst. 45 (1) (2015)
Ruochen Liu, Yangyang Chen, Licheng Jiao, Yangyang Li
A particle swarm optimization based simultaneous learning framework for clustering and classification. Pattern Recognit. 47 (6) (2014)
Jingjing Ma, Yu Lei, Zhao Wang, Licheng Jiao, Ruochen Liu
A memetic algorithm based on Immune multi-objective optimization for flexible job-shop scheduling problems. IEEE Congress on Evolutionary Computation (2014)
Ruochen Liu, Chenlin Ma, Fei He, Wenping Ma, Licheng Jiao
Reference direction based immune clone algorithm for many-objective optimization. Frontiers Comput. Sci. 8 (4) (2014)
Caihong Mu, Jin Xie, Ruochen Liu, Licheng Jiao
A memetic algorithm using local structural information for detecting community structure in complex networks. IEEE Congress on Evolutionary Computation (2014)
Ruochen Liu, Ping Zhang, Licheng Jiao
Quantum Particle Swarm Optimization Classification Algorithm and its Applications. Int. J. Pattern Recognit. Artif. Intell. 28 (2) (2014)
Ruochen Liu, Xu Niu, Licheng Jiao, Jingjing Ma
A multi-swarm particle swarm optimization with orthogonal learning for locating and tracking multiple optimization in dynamic environments. IEEE Congress on Evolutionary Computation (2014)
Ruochen Liu, Fei He, Jing Liu, Wenping Ma, Yangyang Li
A point symmetry-based clonal selection clustering algorithm and its application in image compression. Pattern Anal. Appl. 17 (3) (2014)
Ruochen Liu, Yangyang Chen, Wenping Ma, Caihong Mu, Licheng Jiao
A novel cooperative coevolutionary dynamic multi-objective optimization algorithm using a new predictive model. Soft Comput. 18 (10) (2014)
Ruochen Liu, Lixia Wang, Wenping Ma, Caihong Mu, Licheng Jiao
Quadratic interpolation based orthogonal learning particle swarm optimization algorithm. Nat. Comput. 13 (1) (2014)
Xiangrong Zhang, Qiang Song, Ruochen Liu, Wenna Wang, Licheng Jiao
Modified Co-Training With Spectral and Spatial Views for Semisupervised Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)
Ruochen Liu, Xiao Wang, Jing Liu, Lingfen Fang, Licheng Jiao
A preference multi-objective optimization based on adaptive rank clone and differential evolution. Nat. Comput. 12 (1) (2013)
Yangyang Li, Rongrong Xiang, Licheng Jiao, Ruochen Liu
An improved cooperative quantum-behaved particle swarm optimization. Soft Comput. 16 (6) (2012)
Ruochen Liu, Xiangrong Zhang, Neng Yang, Qifeng Lei, Licheng Jiao
Immunodomaince based Clonal Selection Clustering Algorithm. Appl. Soft Comput. 12 (1) (2012)
Yangyang Li, Jing Chen, Ruochen Liu, Jianshe Wu
A spectral clustering-based adaptive hybrid multi-objective harmony search algorithm for community detection. IEEE Congress on Evolutionary Computation (2012)
Ruochen Liu, Yong Liu, Yangyang Li
An improved method for multi-objective clustering ensemble algorithm. IEEE Congress on Evolutionary Computation (2012)
Ruochen Liu, Licheng Jiao, Xiangrong Zhang, Yangyang Li
Gene transposon based clone selection algorithm for automatic clustering. Inf. Sci. 204 (2012)
Ruochen Liu, Ping Zhang, Licheng Jiao, Yangyang Li
Supervised immune clonal evolutionary classification algorithm for high-dimensional data. Neurocomputing 98 (2012)
Yangyang Li, Hongzhu Shi, Licheng Jiao, Ruochen Liu
Quantum evolutionary clustering algorithm based on watershed applied to SAR image segmentation. Neurocomputing 87 (2012)
Ruochen Liu, Xiao Wang, Yangyang Li, Xiangrong Zhang
Multi-objective Invasive Weed Optimization algortihm for clustering. IEEE Congress on Evolutionary Computation (2012)
Pei Wu, Ruochen Liu, Jingjing Ma, Yangyang Li
An improved Michigan particle swarm optimization for classification. SWIS (2011)
Yangyang Li, Bo Wu, Licheng Jiao, Ruochen Liu
Memetic Algorithm with Double Mutation for Numerical Optimization. IScIDE (2011)
Jing Liu, Jinshu Li, Weicai Zhong, Li Zhang, Ruochen Liu
Minimum Span Frequency Assignment Based on a Multiagent Evolutionary Algorithm. Int. J. Swarm Intell. Res. 2 (3) (2011)
Yajuan Ma, Ruochen Liu, Ronghua Shang
A Hybrid Dynamic Multi-objective Immune Optimization Algorithm Using Prediction Strategy and Improved Differential Evolution Crossover Operator. ICONIP (2) (2011)
Ruochen Liu, Licheng Jiao, Yangyang Li, Jing Liu
An immune memory clonal algorithm for numerical and combinatorial optimization. Frontiers Comput. Sci. China 4 (4) (2010)
Ruochen Liu, Zhengchun Sheng, Licheng Jiao, Wei Zhang
Immunodomaince based clonal selection clustering algorithm. IEEE Congress on Evolutionary Computation (2010)
Xinrui Duan, Jing Liu, Ruochen Liu, Licheng Jiao
A Preference Oriented Two-Layered Multiagent Evolutionary Algorithm for Multi-Objective Job Shop Problems. SEAL (2010)
Ruochen Liu, Wei Zhang, Licheng Jiao, Fang Liu
A multiobjective immune clustering ensemble technique applied to unsupervised SAR image segmentation. CIVR (2010)
Licheng Jiao, Wei Zhang, Ruochen Liu, Fang Liu
A hybrid multiobjective immune algorithm with region preference for decision makers. IEEE Congress on Evolutionary Computation (2010)
Ruochen Liu, Hejun Ning, Wei Zhang, Licheng Jiao
A clonal selection clustering algorithm using pointed symmetry-based distance measure. GECCO (2010)
Ruochen Liu, Licheng Jiao, Wei Zhang, Jingjing Ma
Clonal Selection Algorithm for Image Compression. IEEE Congress on Evolutionary Computation (2010)
Ruochen Liu, Qifeng Lei, Jing Liu, Licheng Jiao
A Population Diversity-Oriented Gene Expression Programming for Function Finding. SEAL (2010)

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Publication Activity (10 Years)

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Ruochen Liu