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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Benchmarking Neural Decoding Backbones Towards Enhanced On-Edge iBCI Applications
Zhou, Z., He, G., Zhang, Z., Leng, L., Guo, Q., Liao, J., Song, X. & Cheng, R., Apr 2025, Human Brain and Artificial Intelligence - 4th International Workshop, HBAI 2024, Proceedings. Liu, Q., Qu, Y., Wu, H., Qi, Y., Zeng, A. & Pan, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 192-206 15 p. (Communications in Computer and Information Science; vol. 2438 CCIS).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
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Bridging Evolutionary Multiobjective Optimization and GPU Acceleration via Tensorization
Liang, Z., Li, H., Yu, N., Sun, K. & Cheng, R., 2025, (Accepted/In press) In: IEEE Transactions on Evolutionary Computation.Research output: Journal article publication › Journal article › Academic research › peer-review
3 Citations (Scopus) -
Efficient Deep Spiking Multilayer Perceptrons With Multiplication-Free Inference
Li, B., Leng, L., Shen, S., Zhang, K., Zhang, J., Liao, J. & Cheng, R., Apr 2025, In: IEEE Transactions on Neural Networks and Learning Systems. 36, 4, p. 7542-7554 13 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access4 Citations (Scopus) -
Evaluation of Large Language Models as Solution Generators in Black-Box Optimization
Huang, B., Wu, X., Zhou, Y., Wu, J., Feng, L., Cheng, R. & Tan, K. C., 2025, In: IEEE Computational Intelligence Magazine.Research output: Journal article publication › Journal article › Academic research › peer-review
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MetaDE: Evolving Differential Evolution by Differential Evolution
Chen, M., Feng, C. & Cheng, R., 2025, (Accepted/In press) In: IEEE Transactions on Evolutionary Computation.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access8 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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