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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

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

IEEE Transactions on Multimedia2026

Scheduling Heuristic Learning via Genetic Programming for Dynamic Flexible Job

Lecture notes in computer science2026

A particle swarm optimization-based ensemble metaheuristic for long-term

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

Swarm and Evolutionary Computation2025

CEARI: Co-Evolutionary Agents for Reassembling and Inpainting Puzzles with Gap

2025

DARR: A Dual-Branch Arithmetic Regression Reasoning Framework for Solvin

Proceedings of the AAAI Conference on Artificial Intelligence2025

FineMotion: A Dataset and Benchmark with Both Spatial and Temporal Annotatio

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 Languag

IEEE Journal on Emerging and Selected Topics in Circuits and Systems2025

Online Bayesian Approximation Based Uncertainty Aware Model for Ophthalmic Image

IEEE Journal of Biomedical and Health Informatics2025

PGU-SGP: A Pheno-Geno Unified Surrogate Genetic Programming For Real-lif

Proceedings of the Genetic and Evolutionary Computation Conference2025

SiamNAS: Siamese Surrogate Model for Dominance Relation Prediction i

Proceedings of the Genetic and Evolutionary Computation Conference2025

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

SSRN Electronic Journal2025

TSCF-Net: A Temporal-Spectral Cross-Fusion Network for Low-Channel EEG Moto

Lecture notes in computer science2025

A cascaded retrieval-while-reasoning multi-document comprehension framework with

Expert Systems with Applications2024

A Hierarchical Cooperative Genetic Programming for Complex Piecewise Symbolic

2024

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

Expert Systems with Applications2024

Advancing container port traffic simulation: A data-driven machine learnin

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

IEEE Transactions on Evolutionary Computation2024

Discrete-Time Survival Models with Neural Networks for Age–Period–Cohort

Risks2024

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

Memetic Computing2024

Evolution-Assisted Deep Reinforcement Learning for Fast Charging Station

2024

Gase: graph attention sampling with edges fusion for solving vehicle routin

Memetic Computing2024

Hierarchical Perceptual and Predictive Analogy-Inference Network for Abstract

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

Expert Systems with Applications2024

Mobile robot sequential decision making using a deep reinforcement learning

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

Expert Systems with Applications2024

Radar gait recognition using Dual-branch Swin Transformer with Asymmetric

Pattern Recognition2024

Scale Optimization Using Evolutionary Reinforcement Learning for Object

Proceedings of the AAAI Conference on Artificial Intelligence2024

Transformer Surrogate Genetic Programming for Dynamic Container Port Truck

Communications in computer and information science2024

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

Pattern Recognition2024

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

Expert Systems with Applications2023

A Max-Relevance-Min-Divergence criterion for data discretization with

Pattern Recognition2023

A semi-supervised adaptive discriminative discretization method improving

Expert Systems with Applications2023

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

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

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

Lecture notes in computer science2023

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

SSRN Electronic Journal2023

Hierarchical ConViT with Attention-Based Relational Reasoner for Visual

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 o

Wang, Ruoqi et al.

Mathematics2023

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

2023

Siamese-Discriminant Deep Reinforcement Learning for Solving Jigsaw Puzzles with

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 Estimatio

2023

A Robust Detection and Optimization Approach for Delayed Measurements in UWB

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

Transport Policy2022

Cooperative Double-Layer Genetic Programming Hyper-Heuristic for Online

IEEE Transactions on Evolutionary Computation2022

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

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

European Journal of Operational Research2021

A Fuzzy-based Heuristic Algorithm for Online Outbound Container Stacking Problem

2021 IEEE Symposium Series on Computational Intelligence (SSCI)2021

A Genetic Optimization Resampling Based Particle Filtering Algorithm for Indoor

Remote Sensing2021

A hybrid medical text classification framework: Integrating attentive rul

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

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

2021

Novel prior position determination approaches in particle filter for ultra

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

2021

A Data-Driven Genetic Programming Heuristic for Real-World Dynamic Seaport

2020

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

European Journal of Operational Research2020

A multiobjective single bus corridor scheduling using machine learning-based

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

2020

Forecasting stock market return with nonlinearity: a genetic programmin

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

arXiv (Cornell University)2020

Soft clustering-based scenario bundling for a progressive hedging heuristic in

Computers & Operations Research2020

A hybrid combinatorial approach to a two-stage stochastic portfolio optimization

Soft Computing2019

A triple-frequency cycle slip detection and correction method based on modified

GPS Solutions2019

A variable neighborhood search algorithm with reinforcement learning for a

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 framewor

International Journal of Geographical Information Systems2019

Regular Expression Based Medical Text Classification Using Constructive

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

Applied Intelligence2018

Automated prediction of shopping behaviours using taxi trajectory data and

2018

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

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

Proceedings of the Satellite Division's International Technical Meeting2017

Optimisation of transportation service network using κ -node large neighbourhood

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

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

Sensors2016

A Variable Neighbourhood Search Algorithm with Compound Neighbourhoods for VRPTW

Chen, Binhui et al.

2016

Cold chain configuration design: location-allocation decision-making usin

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

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

Lecture notes in computer science2016

A hybrid genetic algorithm for a two-stage stochastic portfolio optimization

2015

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

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

2014

A strategic approach to improve sustainability in transportation service

Transportation Research Part E Logistics and Transportation Review2014

Hybridising heuristics within an estimation distribution algorithm for

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

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 an

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

Journal of the Operational Research Society2013

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

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

4OR2012

Evidence and belief in regulatory decisions – Incorporating expected utility

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

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

INFORMS journal on computing2007