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Ruibin Bai
Staff

Ruibin Bai

Professor

Research Focus

Computer Science and Operations Research

About

浙江省自然科学基金杰青;浙江省"钱江人才"计划;浙江省高等学校中青年学科带头人;英国诺丁汉大学博士(PhD, University of Nottingham, UK)。SCI 期刊 EJORTEVCNetworks 编委。高质量学术论文 110 余篇,包括 TRBINFORMS JOC 等 A 类期刊;主持国家自然基金及省市项目 20 余项,科研经费 1400 余万元;培养博士生 10 余名。

Publications

MeLA: A metacognitive LLM-driven architecture for automatic heuristic design

Qiu, Zishang et al.

Expert Systems with Applications2026

Online risk-aware pattern adjustment for bin packing problem

Zhang, Huayan et al.

Expert Systems with Applications2026

Predictive Reasoning with Augmented Anomaly Contrastive Learning for Compositional Visual Relations

Li, Chengtai et al.

IEEE Transactions on Multimedia2026

Preference-agile multi-objective optimization for real-time vehicle dispatching

Jin, Jiahuan et al.

European Journal of Operational Research2026

Ranking-Based Self-Supervised Representation Learning for Skeleton-Based Action Recognition

Wu, Bizhu et al.

IEEE Transactions on Multimedia2026

S <sup>3</sup> DL: Sample-Aggregated Structured Supervised Dictionary Learning

Yu, Haiyan et al.

IEEE Signal Processing Letters2026

Scheduling Heuristic Learning via Genetic Programming for Dynamic Flexible Job Shop Scheduling with Heterogeneous Batch Arrivals

Zhu, Luyao et al.

Lecture notes in computer science2026

A particle swarm optimization-based ensemble metaheuristic for long-term transmission network expansion planning

Hong, Libin et al.

Applied Soft Computing2025

A review of medical text analysis: Theory and practice

Chen, Yani et al.

Information Fusion2025

An effective combination of mechanisms for particle swarm optimization-based ensemble strategy

Hong, Libin et al.

Swarm and Evolutionary Computation2025

CEARI: Co-Evolutionary Agents for Reassembling and Inpainting Puzzles with Gaps and Missing Pieces

Song, Xingke et al.

2025

DARR: A Dual-Branch Arithmetic Regression Reasoning Framework for Solving Machine Number Reasoning

Li, Chengtai et al.

Proceedings of the AAAI Conference on Artificial Intelligence2025

FineMotion: A Dataset and Benchmark with Both Spatial and Temporal Annotation for Fine-Grained Motion Generation and Editing

Wu, Bizhu et al.

2025

FPGA Routing Congestion Prediction via Graph Learning-Aided Conditional GAN

Yang, Qingyu et al.

ACM Transactions on Design Automation of Electronic Systems2025

LLM4Netlist: LLM-Enabled Step-Based Netlist Generation From Natural Language Description

Ye, Kailiang et al.

IEEE Journal on Emerging and Selected Topics in Circuits and Systems2025

Online Bayesian Approximation Based Uncertainty Aware Model for Ophthalmic Image Segmentation

Zhang, Yinglin et al.

IEEE Journal of Biomedical and Health Informatics2025

PGU-SGP: A Pheno-Geno Unified Surrogate Genetic Programming For Real-life Container Terminal Truck Scheduling

Tan, Leshan et al.

Proceedings of the Genetic and Evolutionary Computation Conference2025

SiamNAS: Siamese Surrogate Model for Dominance Relation Prediction in Multi-objective Neural Architecture Search

Zhou, Yuyang et al.

Proceedings of the Genetic and Evolutionary Computation Conference2025

TDCGait: A Temporal-Doppler-Concept Tri-branch Framework for Radar Gait Recognition

He, Zhongkun et al.

SSRN Electronic Journal2025

TSCF-Net: A Temporal-Spectral Cross-Fusion Network for Low-Channel EEG Motor Imagery Classification

Jiao, Yang et al.

Lecture notes in computer science2025

A cascaded retrieval-while-reasoning multi-document comprehension framework with incremental attention for medical question answering

Liu, Jiandong et al.

Expert Systems with Applications2024

A Hierarchical Cooperative Genetic Programming for Complex Piecewise Symbolic Regression

Chen, Xinan et al.

2024

A pattern-based algorithm with fuzzy logic bin selector for online bin packing problem

Lin, Bingchen et al.

Expert Systems with Applications2024

Advancing container port traffic simulation: A data-driven machine learning approach in sparse data environments

Chen, Xinan et al.

Applied Soft Computing2024

Causal Effects of Adversarial Attacks on AI Models in 6G Consumer Electronics

Guo, Da et al.

IEEE Transactions on Consumer Electronics2024

Characterising Deep Learning Loss Landscapes with Local Optima Networks

Zhou, Yuyang et al.

2024

Deep Reinforcement Learning Assisted Genetic Programming Ensemble Hyper-Heuristics for Dynamic Scheduling of Container Port Trucks

Chen, Xinan et al.

IEEE Transactions on Evolutionary Computation2024

Discrete-Time Survival Models with Neural Networks for Age–Period–Cohort Analysis of Credit Risk

Wang, Hao et al.

Risks2024

Enhancing online yard crane scheduling through a two-stage rollout memetic genetic programming

Jin, Chenwei et al.

Memetic Computing2024

Evolution-Assisted Deep Reinforcement Learning for Fast Charging Station Coordinated Operation

Yang, Xiaoying et al.

2024

Gase: graph attention sampling with edges fusion for solving vehicle routing problems

Wang, Zhenwei et al.

Memetic Computing2024

Hierarchical Perceptual and Predictive Analogy-Inference Network for Abstract Visual Reasoning

He, Wentao et al.

2024

Low-Contrast Medical Image Segmentation via Transformer and Boundary Perception

Zhang, Yinglin et al.

IEEE Transactions on Emerging Topics in Computational Intelligence2024

Medical chief complaint classification with hierarchical structure of label descriptions

Zhang, Zibo et al.

Expert Systems with Applications2024

Mobile robot sequential decision making using a deep reinforcement learning hyper-heuristic approach

Cui, Tianxiang et al.

Expert Systems with Applications2024

Multi-View Spectrogram Transformer for Respiratory Sound Classification

He, Wentao et al.

2024

Pattern Based Learning and Optimisation Through Pricing for Bin Packing Problem

Zhang, Huayan et al.

SSRN Electronic Journal2024

Progressively-orthogonally-mapped EfficientNet for action recognition on time-range-Doppler signature

Yao, Chenglin et al.

Expert Systems with Applications2024

Radar gait recognition using Dual-branch Swin Transformer with Asymmetric Attention Fusion

He, Wentao et al.

Pattern Recognition2024

Scale Optimization Using Evolutionary Reinforcement Learning for Object Detection on Drone Imagery

Zhang, Jialu et al.

Proceedings of the AAAI Conference on Artificial Intelligence2024

Transformer Surrogate Genetic Programming for Dynamic Container Port Truck Dispatching

Chen, Xinan et al.

Communications in computer and information science2024

Two-stage Rule-induction visual reasoning on RPMs with an application to video prediction

He, Wentao et al.

Pattern Recognition2024

A deep reinforcement learning hyper-heuristic with feature fusion for online packing problems

Tu, Chaofan et al.

Expert Systems with Applications2023

A Max-Relevance-Min-Divergence criterion for data discretization with applications on naive Bayes

Wang, Shihe et al.

Pattern Recognition2023

A semi-supervised adaptive discriminative discretization method improving discrimination power of regularized naive Bayes

Wang, Shihe et al.

Expert Systems with Applications2023

A Simulation Hyper-Heuristic Method for Multi-Floor AGV Delivery Services in Hospitals

Yuan, Haocheng et al.

2023

Analytics and machine learning in scheduling and routing research

Bai, Ruibin et al.

International Journal of Production Research2023

Container port truck dispatching optimization using Real2Sim based deep reinforcement learning

Jin, Jiahuan et al.

European Journal of Operational Research2023

Data augmentation by morphological mixup for solving Raven’s progressive matrices

He, Wentao et al.

The Visual Computer2023

Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-Aware Network

Zhang, Yinglin et al.

Lecture notes in computer science2023

Enhancing Container Port Traffic Simulation by Data-Driven Learning-Based Method with Sparse Data

Chen, Xinan et al.

SSRN Electronic Journal2023

Hierarchical ConViT with Attention-Based Relational Reasoner for Visual Analogical Reasoning

He, Wentao et al.

Proceedings of the AAAI Conference on Artificial Intelligence2023

Mask Attack Detection Using Vascular-Weighted Motion-Robust rPPG Signals

Yao, Chenglin et al.

IEEE Transactions on Information Forensics and Security2023

Optimal Low-Rank QR Decomposition with an Application on RP-TSOD

Yu, Haiyan et al.

Communications in computer and information science2023

Prediction and Analysis of Container Terminal Logistics Arrival Time Based on Simulation Interactive Modeling: A Case Study of Ningbo Port

Wang, Ruoqi et al.

Mathematics2023

SC-GAN: Structure Consistent GAN for Modality Transfer with FFT and Multi-Scale Perception

Xi, Ruiling et al.

2023

Siamese-Discriminant Deep Reinforcement Learning for Solving Jigsaw Puzzles with Large Eroded Gaps

Song, Xingke et al.

Proceedings of the AAAI Conference on Artificial Intelligence2023

Structural Priors Guided Network for the Corneal Endothelial Cell Segmentation

Zhang, Yinglin et al.

IEEE Transactions on Medical Imaging2023

UG-Net: Corneal Endothelial Cell Segmentation Based on Uncertainty Estimation and Soft Spatial Attention

Zhang, Yinglin et al.

2023

A Robust Detection and Optimization Approach for Delayed Measurements in UWB Particle-Filter-Based Indoor Positioning

Zhou, Ning et al.

NAVIGATION Journal of the Institute of Navigation2022

An Improved Ant Colony Approach for the Competitive Traveling Salesmen Problem

Du, Xinyang et al.

2022 IEEE Congress on Evolutionary Computation (CEC)2022

Boosting the Discriminant Power of Naive Bayes

Wang, Shihe et al.

2022 26th International Conference on Pattern Recognition (ICPR)2022

Container terminal daily gate in and gate out forecasting using machine learning methods

Jin, Jiahuan et al.

Transport Policy2022

Cooperative Double-Layer Genetic Programming Hyper-Heuristic for Online Container Terminal Truck Dispatching

Chen, Xinan et al.

IEEE Transactions on Evolutionary Computation2022

Cross-document attention-based gated fusion network for automated medical licensing exam

Liu, Jiandong et al.

Expert Systems with Applications2022

Identify Patterns in Online Bin Packing Problem: An Adaptive Pattern-Based Algorithm

Lin, Bingchen et al.

Symmetry2022

Lagrange dual bound computation for stochastic service network design

Jiang, Xiaoping et al.

European Journal of Operational Research2022

A deep reinforcement learning based hyper-heuristic for combinatorial optimisation with uncertainties

Zhang, Yuchang et al.

European Journal of Operational Research2021

A Fuzzy-based Heuristic Algorithm for Online Outbound Container Stacking Problem with Uncertain Weight Information

Li, Jiawei et al.

2021 IEEE Symposium Series on Computational Intelligence (SSCI)2021

A Genetic Optimization Resampling Based Particle Filtering Algorithm for Indoor Target Tracking

Zhou, Ning et al.

Remote Sensing2021

A hybrid medical text classification framework: Integrating attentive rule construction and neural network

Li, Xiang et al.

Neurocomputing2021

Analytics and machine learning in vehicle routing research

Bai, Ruibin et al.

International Journal of Production Research2021

Collective Strategies With a Master-Slave Mechanism Dominate in Spatial-Iterated Prisoner's Dilemma

Li, Jiawei et al.

International Journal of Swarm Intelligence Research2021

Data augmentation by morphological mixup for solving Raven's Progressive Matrices

He, Wentao et al.

arXiv (Cornell University)2021

Evolutionary-Inspired Strategy for Particle Distribution Optimization in Auxiliary Particle Filtering Algorithm Based Indoor Positioning

Zhou, Ning et al.

2021

Novel prior position determination approaches in particle filter for ultra wideband (UWB)‐based indoor positioning

Zhou, Ning et al.

NAVIGATION Journal of the Institute of Navigation2021

One-shot Visual Reasoning on RPMs with an Application to Video Frame Prediction

He, Wentao et al.

arXiv (Cornell University)2021

rPPG-Based Spoofing Detection for Face Mask Attack using Efficientnet on Weighted Spatial-Temporal Representation

Yao, Chenglin et al.

2021

A Data-Driven Genetic Programming Heuristic for Real-World Dynamic Seaport Container Terminal Truck Dispatching

Chen, Xinan et al.

2020

A hybrid pricing and cutting approach for the multi-shift full truckload vehicle routing problem

Xue, Ning et al.

European Journal of Operational Research2020

A multiobjective single bus corridor scheduling using machine learning-based predictive models

Chen, Bing et al.

International Journal of Production Research2020

A Regularized Attribute Weighting Framework for Naive Bayes

Wang, Shihe et al.

IEEE Access2020

Data-Driven Agent-Based Model of Intra-Urban Activities

Gong, Shuhui et al.

2020

Data-Driven Regular Expressions Evolution for Medical Text Classification Using Genetic Programming

Liu, Jiandong et al.

2020

Forecasting stock market return with nonlinearity: a genetic programming approach

Ding, Shusheng et al.

Journal of Ambient Intelligence and Humanized Computing2020

Fuzzy C-means-based scenario bundling for stochastic service network design

Jiang, Xiaoping et al.

arXiv (Cornell University)2020

Geographical and temporal huff model calibration using taxi trajectory data

Gong, Shuhui et al.

GeoInformatica2020

Retrieving and ranking short medical questions with two stages neural matching model

Li, Xiang et al.

arXiv (Cornell University)2020

Soft clustering-based scenario bundling for a progressive hedging heuristic in stochastic service network design

Jiang, Xiaoping et al.

Computers & Operations Research2020

A hybrid combinatorial approach to a two-stage stochastic portfolio optimization model with uncertain asset prices

Cui, Tianxiang et al.

Soft Computing2019

A triple-frequency cycle slip detection and correction method based on modified HMW combinations applied on GPS and BDS

Zhao, Dongsheng et al.

GPS Solutions2019

A variable neighborhood search algorithm with reinforcement learning for a real-life periodic vehicle routing problem with time windows and open routes

Chen, Binhui et al.

RAIRO - Operations Research2019

Activity Modelling Using Journey Pairing of Taxi Trajectory Data

Gong, Shuhui et al.

2019

Extracting activity patterns from taxi trajectory data: a two-layer framework using spatio-temporal clustering, Bayesian probability and Monte Carlo simulation

Gong, Shuhui et al.

International Journal of Geographical Information Systems2019

Regular Expression Based Medical Text Classification Using Constructive Heuristic Approach

Cui, Menglin et al.

IEEE Access2019

Travel time prediction in transport and logistics

Li, Xia et al.

VINE Journal of Information and Knowledge Management Systems2019

A hyper-heuristic with two guidance indicators for bi-objective mixed-shift vehicle routing problem with time windows

Chen, Binhui et al.

Applied Intelligence2018

Automated prediction of shopping behaviours using taxi trajectory data and social media reviews

Gong, Shuhui et al.

2018

Decision-making in cold chain logistics using data analytics: a literature review

Chaudhuri, Atanu et al.

The International Journal of Logistics Management2018

Spatio-temporal prediction of shopping behaviours using taxi trajectory data

Cartlidge, John et al.

2018

An Investigation on Compound Neighborhoods for VRPTW

Chen, Binhui et al.

Communications in computer and information science2017

Cycle-slip Detection for Triple-frequency GPS Observations Under Ionospheric Scintillation

Zhao, Dongsheng et al.

Proceedings of the Satellite Division's International Technical Meeting (Online)/Proceedings of the Satellite Division's International Technical Meeting (CD-ROM)2017

Optimisation of transportation service network using κ -node large neighbourhood search

Bai, Ruibin et al.

Computers & Operations Research2017

A dynamic truck dispatching problem in marine container terminal

Chen, Jianjun et al.

2016

A new fast large neighbourhood search for service network design with asset balance constraints

Bai, Ruibin et al.

2016

A scheme for determining vehicle routes based on Arc-based service network design

Jiang, Xiaoping et al.

INFOR Information Systems and Operational Research2016

A Theoretical and Empirical Integrated Method to Select the Optimal Combined Signals for Geometry-Free and Geometry-Based Three-Carrier Ambiguity Resolution

Zhao, Dongsheng et al.

Sensors2016

A Variable Neighbourhood Search Algorithm with Compound Neighbourhoods for VRPTW

Chen, Binhui et al.

2016

Cold chain configuration design: location-allocation decision-making using coordination, value deterioration, and big data approximation

Singh, Adarsh Kumar et al.

Annals of Operations Research2016

Development of a framework for big data analytics in cold chain logistics

Chaudhuri, Atanu et al.

VBN Forskningsportal (Aalborg Universitet)2016

Environmental and financial performance of mechanical recycling of carbon fibre reinforced polymers and comparison with conventional disposal routes

Li, Xiang et al.

Journal of Cleaner Production2016

Freight Vehicle Travel Time Prediction Using Gradient Boosting Regression Tree

Li, Xia & Bai, Ruibin

2016

Freight Vehicle Travel Time Prediction Using Sparse Gaussian Processes Regression with Trajectory Data

Li, Xia & Bai, Ruibin

Lecture notes in computer science2016

A hybrid genetic algorithm for a two-stage stochastic portfolio optimization with uncertain asset prices

Cui, Tianxiang et al.

2015

A set-covering model for a bidirectional multi-shift full truckload vehicle routing problem

Bai, Ruibin et al.

Transportation Research Part B Methodological2015

Good Laboratory Practice for optimization research

Kendall, Graham et al.

Journal of the Operational Research Society2015

A combinatorial algorithm for the cardinality constrained portfolio optimization problem

Cui, Tianxiang et al.

2014

A strategic approach to improve sustainability in transportation service procurement

Basu, R. Jothi et al.

Transportation Research Part E Logistics and Transportation Review2014

Hybridising heuristics within an estimation distribution algorithm for examination timetabling

Qu, Rong et al.

Applied Intelligence2014

Life cycle resource consumption of automotive power seats

Chen, Yisong et al.

International Journal of Environmental Studies2014

Maintaining population diversity in brain storm optimization algorithm

Cheng, Shi et al.

2014

Modeling urban road risky driving behaviors in China with multi-agent microscopic traffic simulation

Li, Xia et al.

2014

Population Diversity Maintenance In Brain Storm Optimization Algorithm

Cheng, Shi et al.

Journal of Artificial Intelligence and Soft Computing Research2014

Search with evolutionary ruin and stochastic rebuild: A theoretic framework and a case study on exam timetabling

Li, Jingpeng et al.

European Journal of Operational Research2014

Stochastic service network design with rerouting

Bai, Ruibin et al.

Transportation Research Part B Methodological2014

A novel approach to independent taxi scheduling problem based on stable matching

Bai, Ruibin et al.

Journal of the Operational Research Society2013

A path-oriented encoding evolutionary algorithm for network coding resource minimization

Xing, Huanlai et al.

Journal of the Operational Research Society2013

A Study of Node Based Large Neighbourhood Approaches for the Logistics Service Network Optimisation

Bai, Ruibin et al.

2013

A task based approach for a real-world commodity routing problem

Chen, Jianjun et al.

2013

Predicting open IOS adoption in SMEs: An integrated SEM-neural network approach

Chong, Alain Yee‐Loong & Bai, Ruibin

Expert Systems with Applications2013

Swarm Intelligence in Big Data Analytics

Cheng, Shi et al.

Lecture notes in computer science2013

A new model and a hyper-heuristic approach for two-dimensional shelf space allocation

Bai, Ruibin et al.

4OR2012

Evidence and belief in regulatory decisions – Incorporating expected utility into decision modelling

Li, Jiawei et al.

Expert Systems with Applications2012

Tabu assisted guided local search approaches for freight service network design

Bai, Ruibin et al.

Information Sciences2011

A decision support approach for group decision making under risk and uncertainty

Li, Jiawei et al.

2010

A Hybrid Evolutionary Approach to the Nurse Rostering Problem

Bai, Ruibin et al.

IEEE Transactions on Evolutionary Computation2010

An efficient guided local search approach for service network design problem with asset balancing

Bai, Ruibin et al.

2010

Canonical representation genetic programming

Woodward, John R. & Bai, Ruibin

2009

Why evolution is not a good paradigm for program induction

Woodward, John R. & Bai, Ruibin

2009

A Model for Fresh Produce Shelf-Space Allocation and Inventory Management with Freshness-Condition-Dependent Demand

Bai, Ruibin & Kendall, Graham

INFORMS journal on computing2007