Research output per year
Research output per year
Personal profile
Education/Academic qualification
Bachelor of Computer Science and Technology, Northeastern University
Doctor of Philosophy, University of Surrey
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Dive into the research topics where Ran Cheng is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Research output
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Adaptive Grouping-Based Offspring Generation for Sparse Large-Scale Multimodal Multi-objective Optimization
Wang, P., Bai, H., Yu, X., Zheng, J., Zou, J. & Cheng, R., 2026, (Accepted/In press) In: IEEE Transactions on Evolutionary Computation.Research output: Journal article publication › Journal article › Academic research › peer-review
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A Dual-Stage Surrogate-Assisted Differential Evolution for Expensive Multimodal Optimization
Zhang, H., Huang, M., Jin, Y., Liu, R., Wang, X., Liu, Q., Sheng, W. & Cheng, R., 2026, (Accepted/In press) In: IEEE Transactions on Evolutionary Computation.Research output: Journal article publication › Journal article › Academic research › peer-review
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A Multiobjective Evolutionary Algorithm Based on Bipopulation With Uniform Sampling for Neural Architecture Search
Xue, Y., Jiang, P., Zhu, C., Zhang, Y., Cheng, R., Gao, K. & Gong, D., 2026, (Accepted/In press) In: IEEE Transactions on Neural Networks and Learning Systems.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
Enabling Population-Level Parallelism in Tree-Based Genetic Programming for GPU Acceleration
Wu, Z., Wang, L., Sun, K., Li, Z. & Cheng, R., 2026, (Accepted/In press) In: IEEE Transactions on Evolutionary Computation.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
Evolutionary Generative Optimization: Towards Fully Data-Driven Evolutionary Optimization via Generative Learning
Jiang, T., Sun, K., Liang, Z., Cheng, R., Jin, Y. & Tan, K. C., 2026, (Accepted/In press) In: IEEE Transactions on Evolutionary Computation.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access2 Link opens in a new tab Citations (Scopus)
Prizes
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2019 IEEE Computational Intelligence Society Outstanding (CIS) PhD Dissertation Award
Cheng, R. (Recipient), 2019
Prize: Prize (research)
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2024 Genetic and Evolutionary Computation Conference (GECCO) Best Paper Award
Wang, L. (Recipient), Zhao, M. (Recipient), Liu, E. (Recipient), Sun, K. (Recipient) & Cheng, R. (Recipient), 2024
Prize: Prize (research)
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2025 IEEE Computational Intelligence Society (CIS) Outstanding Early Career Award
Cheng, R. (Recipient), Jun 2025
Prize: Prize (research)
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Highly Cited Researchers 2025
Cheng, R. (Recipient) & Tan, K. C. (Recipient), 2025
Prize: Honorary award › Honorary award (research)
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The World’s Top 2% Most-Cited Scientists 2025
Cheng, R. (Recipient), Chung, F. L. K. (Recipient), Huang, J. (Recipient), Pathak, A. K. (Recipient), Tan, K. C. (Recipient), Wu, X. (Recipient) & Zhang, C. (Recipient), 2025
Prize: Honorary award › Honorary award (research)