Xiaoliang Ma

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 68

Top Topics

Reference Point

Optimization Problems

Evolutionary Algorithm

Top Venues

IEEE Trans. Cybern.

IEEE Trans. Evol. Comput.

Publications

Zhenyuan Li, Xiaoliang Ma, Zexuan Zhu, Yueyue Li
Expensive Optimization Based on Evolutionary Multi-Tasking and Hybrid Restart Strategy. CEC (2024)
Zhengping Liang, Ruitai Yang, Jigang Wang, Ling Liu, Xiaoliang Ma, Zexuan Zhu
Dynamic constrained evolutionary optimization based on deep Q-network. Expert Syst. Appl. 249 (2024)
Xiaoliang Ma, Congjian Deng, Dequan Du, Qingqi Pei
An enhanced method for dialect transcription via error-correcting thesaurus. IET Commun. 17 (17) (2023)
Xiaoliang Ma, Jiaqi Xu, Magnus Nordenvaad, Tomas Julner
DigiWays: A Digitalisation Testbed for Sustainable Traffic Management on Swedish Motorways. WF-IoT (2023)
Pengnan Chi, Xiaoliang Ma
Difforecast: Image Generation Based Highway Traffic Forecasting with Diffusion Model. BigData (2023)
Lei Wang, Xun-Yu Liu, Xiaoliang Ma, Jiaji Wu, Jun Cheng, Mengchu Zhou
A Progressive Quadric Graph Convolutional Network for 3D Human Mesh Recovery. IEEE Trans. Circuits Syst. Video Technol. 33 (1) (2023)
Xiaoliang Ma, Mingyu Xu, Yanan Yu, Hongjie Liu, Yan Wang, Lei Wang, Yutao Qi, Jian Xiong
Enhancing evolutionary multitasking optimization by leveraging inter-task knowledge transfers and improved evolutionary operators. Knowl. Based Syst. 259 (2023)
Zhiguo Zhang, Xiaoliang Ma, Christer Johansson, Junchen Jin, Magnuz Engardt
A Meta-Graph Deep Learning Framework for Forecasting Air Pollutants in Stockholm. WF-IoT (2023)
Xinyu Liang, Xiaoliang Ma
AVIATOR: fAst Visual Perception and Analytics for Drone-Based Traffic Operations. ITSC (2023)
Ling Liu, Wenhao Yuan, Zhengping Liang, Xiaoliang Ma, Zexuan Zhu
Construction of Polar Codes Based on Memetic Algorithm. IEEE Trans. Emerg. Top. Comput. Intell. 7 (5) (2023)
Shangqi Yang, Yutao Qi, Rui Yang, Xiaoliang Ma, Haibin Zhang
A surrogate assisted evolutionary multitasking optimization algorithm. Appl. Soft Comput. 132 (2023)
Long-Hua Hu, Xiaoliang Ma, Cheng He, Lei Wang, Jun Cheng
Autoencoder and Masked Image Encoding-Based Attentional Pose Network. PRCV (2) (2023)
Xiaoliang Ma, Zhitao Huang, Xiaodong Li, Yutao Qi, Lei Wang, Zexuan Zhu
Multiobjectivization of Single-Objective Optimization in Evolutionary Computation: A Survey. IEEE Trans. Cybern. 53 (6) (2023)
Jixi Chen, Xiaoliang Ma, Lei Wang, Jun Cheng
Blendshape-Based Migratable Speech-Driven 3D Facial Animation with Overlapping Chunking-Transformer. PRCV (2) (2023)
Junchen Jin, Dingding Rong, Yuqi Pang, Fenghua Zhu, Haifeng Guo, Xiaoliang Ma, Fei-Yue Wang
PRECOM: A Parallel Recommendation Engine for Control, Operations, and Management on Congested Urban Traffic Networks. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Zhengping Liang, Weiqi Liang, Zhiqiang Wang, Xiaoliang Ma, Ling Liu, Zexuan Zhu
Multiobjective Evolutionary Multitasking With Two-Stage Adaptive Knowledge Transfer Based on Population Distribution. IEEE Trans. Syst. Man Cybern. Syst. 52 (7) (2022)
Xiaoliang Ma, Xinyu Liang, Mang Ning, Andrei Radu
METRIC: Toward a Drone-based Cyber-Physical Traffic Management System. SMC (2022)
Qunjian Chen, Xiaoliang Ma, Yanan Yu, Yiwen Sun, Zexuan Zhu
Multi-objective evolutionary multi-tasking algorithm using cross-dimensional and prediction-based knowledge transfer. Inf. Sci. 586 (2022)
Zhengping Liang, Tiancheng Wu, Xiaoliang Ma, Zexuan Zhu, Shengxiang Yang
A Dynamic Multiobjective Evolutionary Algorithm Based on Decision Variable Classification. IEEE Trans. Cybern. 52 (3) (2022)
Xiaoliang Ma, Zhitao Huang, Xiaodong Li, Lei Wang, Yutao Qi, Zexuan Zhu
Merged Differential Grouping for Large-Scale Global Optimization. IEEE Trans. Evol. Comput. 26 (6) (2022)
Mingyu Xu, Yongjin Zheng, Yew-Soon Ong, Zexuan Zhu, Xiaoliang Ma
A multifactorial differential evolution with hybrid global and local search strategies. CEC (2022)
Junchen Jin, Dingding Rong, Tong Zhang, Qingyuan Ji, Haifeng Guo, Yisheng Lv, Xiaoliang Ma, Fei-Yue Wang
A GAN-Based Short-Term Link Traffic Prediction Approach for Urban Road Networks Under a Parallel Learning Framework. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Mang Ning, Xiaoliang Ma, Yao Lu, Simone Calderara, Rita Cucchiara
SeeFar: Vehicle Speed Estimation and Flow Analysis from a Moving UAV. ICIAP (3) (2022)
Xun-Yu Liu, Lei Wang, Xiaoliang Ma, Gongbin Chen, Cheng He, Jun Cheng
3D Human Pose and Shape Estimation from Video. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2022)
Qingyuan Ji, Junchen Jin, Yuanqi Qin, Xiaoliang Ma, Yuan Zhang
GraphPro: A Graph-based Proactive Prediction Approach for Link Speeds on Signalized Urban Traffic Network. SMC (2022)
Xiaoliang Ma, Jian Yin, Anmin Zhu, Xiaodong Li, Yanan Yu, Lei Wang, Yutao Qi, Zexuan Zhu
Enhanced Multifactorial Evolutionary Algorithm With Meme Helper-Tasks. IEEE Trans. Cybern. 52 (8) (2022)
Mengfan Xu, Zexuan Zhu, Yutao Qi, Lei Wang, Xiaoliang Ma
An Adaptive Multi-objective Multifactorial Evolutionary Algorithm Based on Mixture Gaussian Distribution. CEC (2021)
Zhengping Liang, Kaifeng Hu, Xiaoliang Ma, Zexuan Zhu
A Many-Objective Evolutionary Algorithm Based on a Two-Round Selection Strategy. IEEE Trans. Cybern. 51 (3) (2021)
Fu Yin, Jiarui Zhou, Zexuan Zhu, Xiaoliang Ma, Weixin Xie
Inferring Small-Scale Maximum-Entropy Genetic Regulatory Networks by Using DE Algorithm. ICSI (1) (2021)
Lei Wang, Peizhen Lin, Jun Cheng, Feng Liu, Xiaoliang Ma, Jian Yin
Visual relationship detection with recurrent attention and negative sampling. Neurocomputing 434 (2021)
Xiaoliang Ma, Jian Chen, Yiwen Sun, Zexuan Zhu
Assistant reference point guided evolutionary algorithm for many-objective fuzzy portfolio selection. Swarm Evol. Comput. 62 (2021)
Xiaoliang Ma, Yongjin Zheng, Zexuan Zhu, Xiaodong Li, Lei Wang, Yutao Qi, Junshan Yang
Improving Evolutionary Multitasking Optimization by Leveraging Inter-Task Gene Similarity and Mirror Transformation. IEEE Comput. Intell. Mag. 16 (4) (2021)
Zhengping Liang, Tingting Luo, Kaifeng Hu, Xiaoliang Ma, Zexuan Zhu
An Indicator-Based Many-Objective Evolutionary Algorithm With Boundary Protection. IEEE Trans. Cybern. 51 (9) (2021)
Guo Li, Zexuan Zhu, Lijia Ma, Xiaoliang Ma
Multi-objective memetic algorithm for core-periphery structure detection in complex network. Memetic Comput. 13 (3) (2021)
Fengqin Shen, Xiaoliang Ma, Yun Qiu, Lei Zhao, Xiuyang Chen, Li Yu, Fan Zhang
Application of the Musculoskeletal Ultrasound Scoring System in Rheumatoid Arthritis Detection. J. Medical Imaging Health Informatics 11 (9) (2021)
Guo Li, Ling Liu, Zhengping Liang, Xiaoliang Ma, Zexuan Zhu
Memetic Algorithm Based on Community Detection for Energy-Efficient Service Migration Optimization in 5G Mobile Edge Computing. PIMRC (2021)
Lingling An, Zhuo Wang, Jiahao Yue, Xiaoliang Ma
Joint Task Offloading and Resource Allocation via Proximal Policy Optimization for Mobile Edge Computing Network. NaNA (2021)
Michael Sederlin, Xiaoliang Ma, Junchen Jin
A Hybrid Modelling Approach for Traffic State Estimation at Signalized Intersections. ITSC (2021)
Xiaoliang Ma, Yanan Yu, Xiaodong Li, Yutao Qi, Zexuan Zhu
A Survey of Weight Vector Adjustment Methods for Decomposition-Based Multiobjective Evolutionary Algorithms. IEEE Trans. Evol. Comput. 24 (4) (2020)
Bin Cao, Jianwei Zhao, Yu Gu, Yingbiao Ling, Xiaoliang Ma
Applying graph-based differential grouping for multiobjective large-scale optimization. Swarm Evol. Comput. 53 (2020)
Zifeng Zhou, Xiaoliang Ma, Zhengping Liang, Zexuan Zhu
Multi-objective multi-factorial memetic algorithm based on bone route and large neighborhood local search for VRPTW. CEC (2020)
Junchen Jin, Xiaoliang Ma
A Multi-Objective Agent-Based Control Approach With Application in Intelligent Traffic Signal System. IEEE Trans. Intell. Transp. Syst. 20 (10) (2019)
Yanan Yu, Anmin Zhu, Zexuan Zhu, Qiuzhen Lin, Jian Yin, Xiaoliang Ma
Multifactorial Differential Evolution with Opposition-based Learning for Multi-tasking Optimization. CEC (2019)
Xiaoliang Ma, Xiaodong Li, Qingfu Zhang, Ke Tang, Zhengping Liang, Weixin Xie, Zexuan Zhu
A Survey on Cooperative Co-Evolutionary Algorithms. IEEE Trans. Evol. Comput. 23 (3) (2019)
Zifeng Zhou, Xiaoliang Ma, Zexuan Zhu
Multi-objective memetic algorithm based on correlation priority for pickup-and-delivery problems. CEC (2019)
Jian Chen, Xiaoliang Ma, Yiwen Sun, Zexuan Zhu
A Reference Point-Based Evolutionary Algorithm for Many-Objective Fuzzy Portfolio Selection. BIC-TA (1) (2019)
Jian Yin, Anmin Zhu, Zexuan Zhu, Yanan Yu, Xiaoliang Ma
Multifactorial Evolutionary Algorithm Enhanced with Cross-task Search Direction. CEC (2019)
Junchen Jin, Xiaoliang Ma
A non-parametric Bayesian framework for traffic-state estimation at signalized intersections. Inf. Sci. 498 (2019)
Tong Zhang, Junchen Jin, Hui Yang, Haifeng Guo, Xiaoliang Ma
Link speed prediction for signalized urban traffic network using a hybrid deep learning approach. ITSC (2019)
Xiaoliang Ma, Qingfu Zhang, Guangdong Tian, Junshan Yang, Zexuan Zhu
On Tchebycheff Decomposition Approaches for Multiobjective Evolutionary Optimization. IEEE Trans. Evol. Comput. 22 (2) (2018)
Beichuan Hong, Xiaoliang Ma
Path optimization for a wheel loader considering construction site terrain. Intelligent Vehicles Symposium (2018)
Junchen Jin, Xiaoliang Ma
Hierarchical multi-agent control of traffic lights based on collective learning. Eng. Appl. Artif. Intell. 68 (2018)
Yutao Qi, Qingsai Zhang, Xiaoliang Ma, Yi-Ning Quan, Qiguang Miao
Utopian point based decomposition for multi-objective optimization problems with complicated Pareto fronts. Appl. Soft Comput. 61 (2017)
Qunjian Chen, Xiaoliang Ma, Zexuan Zhu, Yiwen Sun
Evolutionary Multi-tasking Single-Objective Optimization Based on Cooperative Co-evolutionary Memetic Algorithm. CIS (2017)
Junchen Jin, Xiaoliang Ma, Iisakki Kosonen
A stochastic optimization framework for road traffic controls based on evolutionary algorithms and traffic simulation. Adv. Eng. Softw. 114 (2017)
Junchen Jin, Xiaoliang Ma
A multi-objective multi-agent framework for traffic light control. ASCC (2017)
Qunjian Chen, Xiaoliang Ma, Yiwen Sun, Zexuan Zhu
Adaptive Memetic Algorithm Based Evolutionary Multi-tasking Single-Objective Optimization. SEAL (2017)
Yanming Yang, Xiaoliang Ma, Yiwen Sun, Zexuan Zhu
Multi-objective Memetic Algorithm Based on Three-Dimensional Request Prediction for Dynamic Pickup-and-Delivery Problem with Time Windows. SEAL (2017)
Junchen Jin, Xiaoliang Ma
A group-based traffic signal control with adaptive learning ability. Eng. Appl. Artif. Intell. 65 (2017)
Beichuan Hong, Xiaoliang Ma
Path planning for wheel loaders: A discrete optimization approach. ITSC (2017)
Xiaoliang Ma, Fang Liu, Yutao Qi, Lingling Li, Licheng Jiao, Xiaozheng Deng, Xiaodong Wang, Bei Dong, Zhanting Hou, Yongxiao Zhang, Jianshe Wu
MOEA/D with biased weight adjustment inspired by user preference and its application on multi-objective reservoir flood control problem. Soft Comput. 20 (12) (2016)
Xiaoliang Ma, Fang Liu, Yutao Qi, Xiaodong Wang, Lingling Li, Licheng Jiao, Minglei Yin, Maoguo Gong
A Multiobjective Evolutionary Algorithm Based on Decision Variable Analyses for Multiobjective Optimization Problems With Large-Scale Variables. IEEE Trans. Evol. Comput. 20 (2) (2016)
Jun Xiao, Yanming Yang, Xiaoliang Ma, Jiarui Zhou, Zexuan Zhu
Multi-objective memetic algorithm for solving pickup and delivery problem with dynamic customer requests and traffic information. CEC (2016)
Xiaoliang Ma, Junshan Yang, Nuosi Wu, Zhen Ji, Zexuan Zhu
A comparative study on decomposition-based multi-objective evolutionary algorithms for many-objective optimization. CEC (2016)
Yutao Qi, Liang Bao, Xiaoliang Ma, Qiguang Miao, Xiaodong Li
Self-adaptive multi-objective evolutionary algorithm based on decomposition for large-scale problems: A case study on reservoir flood control operation. Inf. Sci. (2016)
Junchen Jin, Xiaoliang Ma
Adaptive Group-Based Signal Control Using Reinforcement Learning with Eligibility Traces. ITSC (2015)
Kuo-Yun Liang, Qichen Deng, Jonas Mårtensson, Xiaoliang Ma, Karl Henrik Johansson
The influence of traffic on heavy-duty vehicle platoon formation. Intelligent Vehicles Symposium (2015)
Sönke Eilers, Jonas Mårtensson, Henrik Pettersson, Marcos Pillado, David Gallegos, Marta Tobar, Karl Henrik Johansson, Xiaoliang Ma, Thomas Friedrichs, Shadan Sadeghian Borojeni, Magnus Adolfson
COMPANION - Towards Co-operative Platoon Management of Heavy-Duty Vehicles. ITSC (2015)
Xiaoliang Ma, Yutao Qi, Lingling Li, Fang Liu, Licheng Jiao, Jianshe Wu
MOEA/D with uniform decomposition measurement for many-objective problems. Soft Comput. 18 (12) (2014)
Yutao Qi, Xiaoliang Ma, Fang Liu, Licheng Jiao, Jianyong Sun, Jianshe Wu
MOEA/D with Adaptive Weight Adjustment. Evol. Comput. 22 (2) (2014)
Xiaoliang Ma, Fang Liu, Yutao Qi, Lingling Li, Licheng Jiao, Meiyun Liu, Jianshe Wu
MOEA/D with Baldwinian learning inspired by the regularity property of continuous multiobjective problem. Neurocomputing 145 (2014)
Junchen Jin, Xiaoliang Ma
Implementation and optimization of group-based signal control in traffic simulation. ITSC (2014)
Yutao Qi, Xiaoliang Ma, Minglei Yin, Fang Liu, Jingxuan Wei
MOEA/D with a delaunay triangulation based weight adjustment. GECCO (Companion) (2014)
Xiaoliang Ma, Fang Liu, Yutao Qi, Maoguo Gong, Minglei Yin, Lingling Li, Licheng Jiao, Jianshe Wu
MOEA/D with opposition-based learning for multiobjective optimization problem. Neurocomputing 146 (2014)
Xiaoliang Ma
Towards intelligent fleet management: Local optimal speeds for fuel and emissions. ITSC (2013)
Xiaoliang Ma
Optimal controls of fleet trajectories for fuel and emissions. Intelligent Vehicles Symposium (2013)
Xiaoliang Ma, Jonas Mårtensson
Optimal Controls of Vehicle Trajectories in Fleet Management Using V2I Information. ICCVE (2012)
Wei Lei, Xiaoliang Ma, Hui Chen
Assessment of traffic environment using fine-tuned dynamic vehicle emission models. ITSC (2010)
Zhen Huang, Xiaoliang Ma, Haris N. Koutsopoulos
A numerical optimization approach for calibration of dynamic emission models based on aggregate estimation of ARTEMIS. ITSC (2010)
Zhen Huang, Xiaoliang Ma
Integration of emission and fuel consumption computing with traffic simulation using a distributed framework. ITSC (2009)
Xiaoliang Ma, Haris N. Koutsopoulos
A New Online Travel Time Estimation Approach using Distorted Automatic Vehicle Identification Data. ITSC (2008)
Xiaoliang Ma, Ingmar Andreasson
Behavior Measurement, Analysis, and Regime Classification in Car Following. IEEE Trans. Intell. Transp. Syst. 8 (1) (2007)
Xiaoliang Ma, Magnus Jansson
Model Estimation for Car-following Dynamics based on Adaptive Filtering Approach. ITSC (2007)
Xiaoliang Ma
A Neural-Fuzzy Framework for Modeling Car-following Behavior. SMC (2006)