Ran Cheng

According to our database1, Ran Cheng authored at least 132 papers between 2005 and 2022.

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Bibliography

2022
Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Adaptive Offspring Generation for Evolutionary Large-Scale Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Ternary Compression for Communication-Efficient Federated Learning.
IEEE Trans. Neural Networks Learn. Syst., 2022

Benchmarking Continuous Dynamic Optimization: Survey and Generalized Test Suite.
IEEE Trans. Cybern., 2022

Adaptive Control of Subpopulations in Evolutionary Dynamic Optimization.
IEEE Trans. Cybern., 2022

SoloGAN: Multi-domain Multimodal Unpaired Image-to-Image Translation via a Single Generative Adversarial Network.
IEEE Trans. Artif. Intell., 2022

High-Acceleration Vibration Calibration System Based on Phase-Locked Resonance Control.
Sensors, 2022

Adaptive multiobjective evolutionary algorithm for large-scale transformer ratio error estimation.
Memetic Comput., 2022

Thematic issue on knowledge and data driven evolutionary multi-objective optimization.
Memetic Comput., 2022

A Novel Anchorless Node Positioning Method for Wireless Sensor Network.
J. Sensors, 2022

A benchmark generator for online dynamic single-objective and multi-objective optimization problems.
Inf. Sci., 2022

Real-time infrared small target detection network and accelerator design.
Integr., 2022

Hybrid attention-based transformer block model for distant supervision relation extraction.
Neurocomputing, 2022

Evolutionary Large-Scale Multi-Objective Optimization: A Survey.
ACM Comput. Surv., 2022

Lamarckian Platform: Pushing the Boundaries of Evolutionary Reinforcement Learning towards Asynchronous Commercial Games.
CoRR, 2022

Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation.
CoRR, 2022

Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment.
CoRR, 2022

Bi-fidelity Evolutionary Multiobjective Search for Adversarially Robust Deep Neural Architectures.
CoRR, 2022

Exploiting Context Information for Generic Event Boundary Captioning.
CoRR, 2022

Spotlights: Probing Shapes from Spherical Viewpoints.
CoRR, 2022

S3E-GNN: Sparse Spatial Scene Embedding with Graph Neural Networks for Camera Relocalization.
CoRR, 2022

Semantic-Aware Pretraining for Dense Video Captioning.
CoRR, 2022

VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix.
Proceedings of the International Conference on Machine Learning, 2022

Machine Learning Method for Accurate Analysis of Complicated Low Temperature Random Telegraph Noise.
Proceedings of the International Conference on IC Design and Technology, 2022

Utilizing average symmetrical surface distance in active shape modeling for subcortical surface generation with slow-fast learning.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
A Multistage Evolutionary Algorithm for Better Diversity Preservation in Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Solving Many-Objective Optimization Problems via Multistage Evolutionary Search.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Efficient Evolutionary Search of Attention Convolutional Networks via Sampled Training and Node Inheritance.
IEEE Trans. Evol. Comput., 2021

A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part B.
IEEE Trans. Evol. Comput., 2021

A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part A.
IEEE Trans. Evol. Comput., 2021

Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2021

Manifold Learning-Inspired Mating Restriction for Evolutionary Multiobjective Optimization With Complicated Pareto Sets.
IEEE Trans. Cybern., 2021

Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs).
IEEE Trans. Cybern., 2021

Adaptive simulated binary crossover for rotated multi-objective optimization.
Swarm Evol. Comput., 2021

Efficient evolutionary neural architecture search by modular inheritable crossover.
Swarm Evol. Comput., 2021

A parallel multi-objective evolutionary algorithm for community detection in large-scale complex networks.
Inf. Sci., 2021

A multi-stage evolutionary algorithm for multi-objective optimization with complex constraints.
Inf. Sci., 2021

R4: A Framework for Route Representation and Route Recommendation.
CoRR, 2021

Accelerating Multi-Objective Neural Architecture Search by Random-Weight Evaluation.
CoRR, 2021

End-to-End Dense Video Captioning with Parallel Decoding.
CoRR, 2021

Nano-scaled transistor reliability characterization at nano-second regime.
Sci. China Inf. Sci., 2021

Latent Attention Augmentation for Robust Autonomous Driving Policies.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Lite-HDSeg: LiDAR Semantic Segmentation Using Lite Harmonic Dense Convolutions.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

S3Net: 3D LiDAR Sparse Semantic Segmentation Network.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

A Ballistic Transport Study for Advanced Transistors in Post-Moore Era: Parasitic Resistance, Self-heating and Cryogenic Analysis.
Proceedings of the International Conference on IC Design and Technology, 2021

End-to-End Dense Video Captioning with Parallel Decoding.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

GP-S3Net: Graph-based Panoptic Sparse Semantic Segmentation Network.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

FaPN: Feature-aligned Pyramid Network for Dense Image Prediction.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Dimension Dropout for Evolutionary High-Dimensional Expensive Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Manifold Learning Inspired Mating Restriction for Evolutionary Constrained Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Multi-objective Neural Architecture Search with Almost No Training.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Population Sizing of Evolutionary Large-Scale Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Revisiting Self-training for Few-shot Learning of Language Model.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

(AF)2-S3Net: Attentive Feature Fusion With Adaptive Feature Selection for Sparse Semantic Segmentation Network.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Large-scale Multiobjective Optimization via Problem Decomposition and Reformulation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
Evolutionary Large-Scale Multiobjective Optimization for Ratio Error Estimation of Voltage Transformers.
IEEE Trans. Evol. Comput., 2020

Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling.
IEEE Trans. Cybern., 2020

Reformulating preferences into constraints for evolutionary multi- and many-objective optimization.
Inf. Sci., 2020

Solving large-scale many-objective optimization problems by covariance matrix adaptation evolution strategy with scalable small subpopulations.
Inf. Sci., 2020

RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning.
CoRR, 2020

Multimodal Image-to-Image Translation via a Single Generative Adversarial Network.
CoRR, 2020

Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search.
CoRR, 2020

Depth Prediction for Monocular Direct Visual Odometry.
Proceedings of the 17th Conference on Computer and Robot Vision, 2020

S3CNet: A Sparse Semantic Scene Completion Network for LiDAR Point Clouds.
Proceedings of the 4th Conference on Robot Learning, 2020

Techniques for Accelerating Multi-Objective Evolutionary Algorithms in PlatEMO.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Iterated Problem Reformulation for Evolutionary Large-Scale Multiobjective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2019

Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation.
IEEE Trans. Evol. Comput., 2019

Solving Incremental Optimization Problems via Cooperative Coevolution.
IEEE Trans. Evol. Comput., 2019

Particle swarm optimization for network-based data classification.
Neural Networks, 2019

Evolutionary Multi-Objective Optimization Driven by Generative Adversarial Networks (GANs).
CoRR, 2019

Diversity Assessment of Multi-Objective Evolutionary Algorithms: Performance Metric and Benchmark Problems [Research Frontier].
IEEE Comput. Intell. Mag., 2019

Automatic Sub-Images Extraction from Entire Urban SAR Scenes Based on the Clustering-Based Algorithm and Graph Traversal Methods.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Hybrid Surrogate-Assisted Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Efficient Evolutionary Neural Architecture Search (NAS) by Modular Inheritable Crossover.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2019

Efficient Evolutionary Deep Neural Architecture Search (NAS) by Noisy Network Morphism Mutation.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2019

Performance Investigation of Uniaxially Tensile Stressed Ge n-FinFETs Formed on Biaxially Strained GeOI Substrates And Its Impact On Ge CMOS Inverters.
Proceedings of the 13th IEEE International Conference on ASIC, 2019

Variation Analysis of Interconnect Capacitance and Process Corner in Advanced CMOS Process with Double Patterning Technology.
Proceedings of the 13th IEEE International Conference on ASIC, 2019

2018
A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2018

An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility.
IEEE Trans. Evol. Comput., 2018

Evolutionary Multiobjective Optimization-Based Multimodal Optimization: Fitness Landscape Approximation and Peak Detection.
IEEE Trans. Evol. Comput., 2018

Feature selection for high-dimensional classification using a competitive swarm optimizer.
Soft Comput., 2018

A competitive mechanism based multi-objective particle swarm optimizer with fast convergence.
Inf. Sci., 2018

Superconducting Neuromorphic Computing Using Quantum Phase-Slip Junctions.
CoRR, 2018

Multiobjective Test Problems with Degenerate Pareto Fronts.
CoRR, 2018

A two-stage R2 indicator based evolutionary algorithm for many-objective optimization.
Appl. Soft Comput., 2018

Navigation in the Service of Enhanced Pose Estimation.
Proceedings of the 2018 International Symposium on Experimental Robotics, 2018

Effect of measurement speed (μs-800 ps) on the characterization of reliability behaviors for FDSOI nMOSFETs.
Proceedings of the IEEE International Reliability Physics Symposium, 2018

Vision-Based Autonomous Underwater Swimming in Dense Coral for Combined Collision Avoidance and Target Selection.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization Problems.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Remedial Field-Oriented Control of Five-Phase Fault-Tolerant Permanent-Magnet Motor by Using Reduced-Order Transformation Matrices.
IEEE Trans. Ind. Electron., 2017

Hybrid Stator Design of Fault-Tolerant Permanent-Magnet Vernier Machines for Direct-Drive Applications.
IEEE Trans. Ind. Electron., 2017

Evolutionary Many-Objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation.
IEEE Trans. Emerg. Top. Comput. Intell., 2017

Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems.
IEEE Trans. Evol. Comput., 2017

Test Problems for Large-Scale Multiobjective and Many-Objective Optimization.
IEEE Trans. Cybern., 2017

PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization.
CoRR, 2017

PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum].
IEEE Comput. Intell. Mag., 2017

Adjusting Parallel Coordinates for Investigating Multi-objective Search.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Nature-Inspired Graph Optimization for Dimensionality Reduction.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Environment-Related Information Security Evaluation for Intrusion Detection Systems.
Proceedings of the Communications and Networking, 2017

Parallel peaks: A visualization method for benchmark studies of multimodal optimization.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Nature inspired optimization of large problems.
PhD thesis, 2016

A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2016

Slow-Wave Half Mode Substrate Integrated Waveguide with Partially Polyline Loading.
IEICE Trans. Electron., 2016

Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Network structural optimization based on swarm intelligence for highlevel classification.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Finding Influential Papers in Citation Networks.
Proceedings of the IEEE First International Conference on Data Science in Cyberspace, 2016

A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Multi-objective ensemble generation.
WIREs Data Mining Knowl. Discov., 2015

An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2015

A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling.
IEEE Trans. Evol. Comput., 2015

A Competitive Swarm Optimizer for Large Scale Optimization.
IEEE Trans. Cybern., 2015

A social learning particle swarm optimization algorithm for scalable optimization.
Inf. Sci., 2015

Novel broadband coupler based on corrugated half mode substrate integrated waveguide.
IEICE Electron. Express, 2015

Adaptive Reference Vector Generation for Inverse Model Based Evolutionary Multiobjective Optimization with Degenerate and Disconnected Pareto Fronts.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

Reference vector based a posteriori preference articulation for evolutionary multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Inferring Friendship from Check-in Data of Location-Based Social Networks.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
Demonstrator selection in a social learning particle swarm optimizer.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Simulating swarm behaviuors for optimisation by learning from neighbours.
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013

A multi-swarm evolutionary framework based on a feedback mechanism.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Noninvasive optical evaluation of spontaneous low frequency oscillations in cerebral hemodynamics.
NeuroImage, 2012

Bisexual evolution: A novel bisexual evolutionary framework based on the Fisher's runaway process.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Framework for Business Process and Rule Integration: A Case of BPMN and SBVR.
Proceedings of the Business Information Systems - 14th International Conference, 2011

2010
Semantic Image Retrieval Based on Multiple-Instance Learning.
Proceedings of the ICDMW 2010, 2010

A Modified Particle Swarm Optimizer with a Novel Operator.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2010

2009
Interactive near-duplicate video retrieval and detection.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

2006
Design and evaluation of an adaptive incentive mechanism for sustained educational online communities.
User Model. User Adapt. Interact., 2006

2005
User- and Community-Adaptive Rewards Mechanism for Sustainable Online Community.
Proceedings of the User Modeling 2005, 2005

User Motivation and Persuasion Strategy for Peer-to-Peer Communities.
Proceedings of the 38th Hawaii International Conference on System Sciences (HICSS-38 2005), 2005

Adaptive Reward Mechanism for Sustainable Online Learning Community.
Proceedings of the Artificial Intelligence in Education, 2005


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