Ran Cheng

Employment

• Hong Kong Polytechnic University Associate Professor
  2024 - Present
• Southern University of Science and Technology Assistant/Associate Professor
  2018 - 2024
• University of Birmingham Research Fellow
  2016 - 2018

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (99)

• Efficient Deep Spiking Multilayer Perceptrons With Multiplication-Free Inference
  IEEE Transactions on Neural Networks and Learning Systems 2025 DOI: 10.1109/TNNLS.2024.3394837
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• A Comparative Visual Analytics Framework for Evaluating Evolutionary Processes in Multi-Objective Optimization
  IEEE Transactions on Visualization and Computer Graphics 2024 DOI: 10.1109/TVCG.2023.3326921
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• Competitive Swarm Optimizer: A decade survey
  Swarm and Evolutionary Computation 2024 DOI: 10.1016/J.SWEVO.2024.101543
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• Lamarckian Platform: Pushing the Boundaries of Evolutionary Reinforcement Learning Toward Asynchronous Commercial Games
  IEEE Transactions on Games 2024 DOI: 10.1109/TG.2022.3208324
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• Surrogate-Assisted Evolutionary Multi-Objective Optimization of Medium-Scale Problems by Random Grouping and Sparse Gaussian Modeling
  IEEE Transactions on Emerging Topics in Computational Intelligence 2024 DOI: 10.1109/TETCI.2024.3372378
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• Pulse Heating Combined With Machine Learning for Enhanced Gas Identification and Concentration Detection With MOS Gas Sensors
  IEEE Sensors Letters 2023 DOI: 10.1109/LSENS.2023.3310366
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• RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning
  IEEE Transactions on Neural Networks and Learning Systems 2023 DOI: 10.1109/TNNLS.2021.3096658
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• RL-CSL: A Combinatorial Optimization Method Using Reinforcement Learning and Contrastive Self-Supervised Learning
  IEEE Transactions on Emerging Topics in Computational Intelligence 2023 DOI: 10.1109/TETCI.2021.3139802
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• Guest Editorial Special Issue on Large-Scale Evolutionary Multiobjective Optimization and Its Practical Applications
  IEEE Transactions on Evolutionary Computation 2023 DOI: 10.1109/TEVC.2023.3273012
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• Evolutionary multiobjective optimization via efficient sampling-based offspring generation
  Complex & Intelligent Systems 2023 DOI: 10.1007/S40747-023-00990-Z
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