Ran Cheng
Orcid: 0000-0001-9410-8263
According to our database1,
Ran Cheng
authored at least 165 papers
between 2005 and 2024.
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Bibliography
2024
Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment.
IEEE Trans. Evol. Comput., April, 2024
Lamarckian Platform: Pushing the Boundaries of Evolutionary Reinforcement Learning Toward Asynchronous Commercial Games.
IEEE Trans. Games, March, 2024
IEEE Trans. Evol. Comput., February, 2024
A Comparative Visual Analytics Framework for Evaluating Evolutionary Processes in Multi-Objective Optimization.
IEEE Trans. Vis. Comput. Graph., January, 2024
Generalized Population-Based Training for Hyperparameter Optimization in Reinforcement Learning.
CoRR, 2024
Exploring the True Potential: Evaluating the Black-box Optimization Capability of Large Language Models.
CoRR, 2024
CoRR, 2024
Tokensome: Towards a Genetic Vision-Language GPT for Explainable and Cognitive Karyotyping.
CoRR, 2024
NanoNER: Named Entity Recognition for nanobiology using experts' knowledge and distant supervision.
CoRR, 2024
2023
Surrogate-Assisted Multiobjective Neural Architecture Search for Real-Time Semantic Segmentation.
IEEE Trans. Artif. Intell., December, 2023
Sci. China Inf. Sci., December, 2023
IEEE Trans. Cybern., November, 2023
A depth-of-interaction rebinning method based on both geometric and activity weights.
Comput. Methods Programs Biomed., October, 2023
RL-CSL: A Combinatorial Optimization Method Using Reinforcement Learning and Contrastive Self-Supervised Learning.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2023
Machine Learning Assisted Evolutionary Multi-Objective Optimization [Guest Editorial].
IEEE Comput. Intell. Mag., May, 2023
IEEE Trans. Intell. Veh., January, 2023
IEEE Trans. Neural Networks Learn. Syst., 2023
Guest Editorial Special Issue on Large-Scale Evolutionary Multiobjective Optimization and Its Practical Applications.
IEEE Trans. Evol. Comput., 2023
Bi-fidelity evolutionary multiobjective search for adversarially robust deep neural architectures.
Neurocomputing, 2023
Automotive Object Detection via Learning Sparse Events by Temporal Dynamics of Spiking Neurons.
CoRR, 2023
CoRR, 2023
Accurate and Efficient Event-based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network.
CoRR, 2023
Learning Grounded Vision-Language Representation for Versatile Understanding in Untrimmed Videos.
CoRR, 2023
EvoX: A Distributed GPU-accelerated Library towards Scalable Evolutionary Computation.
CoRR, 2023
How the Characteristics of Live-Streaming Environment Affect Consumer Purchase Intention: The Mediating Role of Presence and Perceived Trust.
IEEE Access, 2023
IROS, 2023
Proceedings of the IEEE International Conference on Web Services, 2023
Investigation of Random Telegraph Noise in Advanced Silicon-On-Insulator N-FETs: The Impact of Back Bias, Strain, and Hot Carrier Stress.
Proceedings of the International Conference on IC Design and Technology, 2023
Investigation of Low Temperature Noise and Current Fluctuation for Advanced Transistors: Characterization and Modeling.
Proceedings of the International Conference on IC Design and Technology, 2023
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the 53rd IEEE European Solid-State Device Research Conference, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
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
IEEE Trans. Neural Networks Learn. Syst., 2022
IEEE Trans. Cybern., 2022
IEEE Trans. Cybern., 2022
SoloGAN: Multi-domain Multimodal Unpaired Image-to-Image Translation via a Single Generative Adversarial Network.
IEEE Trans. Artif. Intell., 2022
A fast sampling based evolutionary algorithm for million-dimensional multiobjective optimization.
Swarm Evol. Comput., 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
J. Sensors, 2022
A benchmark generator for online dynamic single-objective and multi-objective optimization problems.
Inf. Sci., 2022
Integr., 2022
Hybrid attention-based transformer block model for distant supervision relation extraction.
Neurocomputing, 2022
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
S3E-GNN: Sparse Spatial Scene Embedding with Graph Neural Networks for Camera Relocalization.
CoRR, 2022
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
Proceedings of the Computer Vision - ACCV 2022, 2022
2021
A Multistage Evolutionary Algorithm for Better Diversity Preservation in Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2021
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
IEEE Trans. Evol. Comput., 2021
IEEE Trans. Evol. Comput., 2021
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
Swarm Evol. Comput., 2021
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
CoRR, 2021
Sci. China Inf. Sci., 2021
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
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
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
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
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021
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
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
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
CoRR, 2020
Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search.
CoRR, 2020
Proceedings of the 17th Conference on Computer and Robot Vision, 2020
Proceedings of the 4th Conference on Robot Learning, 2020
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
IEEE Trans. Evol. Comput., 2019
IEEE Trans. Evol. Comput., 2019
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
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
CoRR, 2018
A two-stage R2 indicator based evolutionary algorithm for many-objective optimization.
Appl. Soft Comput., 2018
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
IEEE Trans. Cybern., 2017
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum].
IEEE Comput. Intell. Mag., 2017
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017
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
IEEE Trans. Evol. Comput., 2016
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
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
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
IEEE Trans. Cybern., 2015
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
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013
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
Proceedings of the Business Information Systems - 14th International Conference, 2011
2010
Proceedings of the ICDMW 2010, 2010
Proceedings of the Artificial Intelligence and Computational Intelligence, 2010
2009
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
Proceedings of the User Modeling 2005, 2005
Proceedings of the 38th Hawaii International Conference on System Sciences (HICSS-38 2005), 2005
Proceedings of the Artificial Intelligence in Education, 2005