Publications

1. Huang, Shihua; Lu, Zhichao; Cheng, Ran; He, Cheng: FaPN: Feature-aligned Pyramid Network for Dense Image Prediction. In: arXiv:2108.07058 [cs], 2021, (arXiv: 2108.07058). (Type: Journal Article | Abstract | Links | BibTeX)
2. Wang, Teng; Zhang, Ruimao; Lu, Zhichao; Zheng, Feng; Cheng, Ran; Luo, Ping: End-to-End Dense Video Captioning with Parallel Decoding. In: arXiv:2108.07781 [cs], 2021, (arXiv: 2108.07781). (Type: Journal Article | Abstract | Links | BibTeX)
3. He, Cheng; Tan, Hao; Huang, Shihua; Cheng, Ran: Efficient Evolutionary Neural Architecture Search by Modular Inheritable Crossover. In: Swarm and Evolutionary Computation, 64 , pp. 100894, 2021, ISSN: 2210-6502. (Type: Journal Article | Abstract | Links | BibTeX)
4. Lin, Jianqing; He, Cheng; Cheng, Ran: Dimension Dropout for Evolutionary High-Dimensional Expensive Multiobjective Optimization. In: Ishibuchi, Hisao; Zhang, Qingfu; Cheng, Ran; Li, Ke; Li, Hui; Wang, Handing; Zhou, Aimin (Ed.): Evolutionary Multi-Criterion Optimization, pp. 567–579, Springer International Publishing, Cham, 2021, ISBN: 978-3-030-72062-9. (Type: Inproceedings | Abstract | Links | BibTeX)
5. He, Cheng; Cheng, Ran; Tian, Ye; Zhang, Xingyi; Tan, Kay Chen; Jin, Yaochu: Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization. In: IEEE Transactions on Evolutionary Computation, 25 (3), pp. 448–462, 2021, ISSN: 1941-0026. (Type: Journal Article | Abstract | Links | BibTeX)
6. Li, Lianghao; He, Cheng; Cheng, Ran; Pan, Linqiang: Large-scale Multiobjective Optimization via Problem Decomposition and Reformulation. In: 2021 IEEE Congress on Evolutionary Computation (CEC), pp. 2149–2155, 2021. (Type: Inproceedings | Abstract | Links | BibTeX)
7. Wang, Jing; Li, Runze; He, Cheng; Chen, Haixin; Cheng, Ran; Zhai, Chen; Zhang, Miao: An Inverse Design Method for Supercritical Airfoil Based on Conditional Generative Models. In: Chinese Journal of Aeronautics, 2021, ISSN: 1000-9361. (Type: Journal Article | Abstract | Links | BibTeX)
8. Yazdani, Danial; Cheng, Ran; Yazdani, Donya; Branke, Jürgen; Jin, Yaochu; Yao, Xin: A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades—Part B. In: IEEE Transactions on Evolutionary Computation, 25 (4), pp. 630–650, 2021, ISSN: 1941-0026. (Type: Journal Article | Abstract | Links | BibTeX)
9. He, Cheng; Huang, Shihua; Cheng, Ran; Tan, Kay Chen; Jin, Yaochu: Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs). In: IEEE Transactions on Cybernetics, 51 (6), pp. 3129–3142, 2021, ISSN: 2168-2275. (Type: Journal Article | Abstract | Links | BibTeX)
10. Yazdani, Danial; Cheng, Ran; Yazdani, Donya; Branke, Jürgen; Jin, Yaochu; Yao, Xin: A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades—Part A. In: IEEE Transactions on Evolutionary Computation, 25 (4), pp. 609–629, 2021, ISSN: 1941-0026, (Conference Name: IEEE Transactions on Evolutionary Computation). (Type: Journal Article | Abstract | Links | BibTeX)
11. Tan, Hao; Cheng, Ran; Huang, Shihua; He, Cheng; Qiu, Changxiao; Yang, Fan; Luo, Ping: RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning. In: IEEE Transactions on Neural Networks and Learning Systems, pp. 1–15, 2021, ISSN: 2162-2388, (Conference Name: IEEE Transactions on Neural Networks and Learning Systems). (Type: Journal Article | Abstract | Links | BibTeX)
12. Lin, Jianqing; He, Cheng; Cheng, Ran: Adaptive Dropout for High-dimensional Expensive Multiobjective Optimization. In: Complex & Intelligent Systems, 2021, ISSN: 2198-6053. (Type: Journal Article | Abstract | Links | BibTeX)
13. Hu, Shengran; Cheng, Ran; He, Cheng; Lu, Zhichao: Multi-objective Neural Architecture Search with Almost No Training. In: Ishibuchi, Hisao; Zhang, Qingfu; Cheng, Ran; Li, Ke; Li, Hui; Wang, Handing; Zhou, Aimin (Ed.): Evolutionary Multi-Criterion Optimization, pp. 492–503, Springer International Publishing, Cham, 2021, ISBN: 978-3-030-72062-9. (Type: Inproceedings | Abstract | Links | BibTeX)
14. He, Cheng; Cheng, Ran: Population Sizing of Evolutionary Large-Scale Multiobjective Optimization. In: Ishibuchi, Hisao; Zhang, Qingfu; Cheng, Ran; Li, Ke; Li, Hui; Wang, Handing; Zhou, Aimin (Ed.): Evolutionary Multi-Criterion Optimization, pp. 41–52, Springer International Publishing, Cham, 2021, ISBN: 978-3-030-72062-9. (Type: Inproceedings | Abstract | Links | BibTeX)
15. Li, Lianghao; He, Cheng; Cheng, Ran; Pan, Linqiang: Manifold Learning Inspired Mating Restriction for Evolutionary Constrained Multiobjective Optimization. In: Ishibuchi, Hisao; Zhang, Qingfu; Cheng, Ran; Li, Ke; Li, Hui; Wang, Handing; Zhou, Aimin (Ed.): Evolutionary Multi-Criterion Optimization, pp. 296–307, Springer International Publishing, Cham, 2021, ISBN: 978-3-030-72062-9. (Type: Inproceedings | Abstract | Links | BibTeX)
16. Chen, Yiming; Pan, Tianci; He, Cheng; Cheng, Ran: Efficient Evolutionary Deep Neural Architecture Search (NAS) by Noisy Network Morphism Mutation. In: Pan, Linqiang; Liang, Jing; Qu, Boyang (Ed.): Bio-inspired Computing: Theories and Applications, pp. 497–508, Springer, Singapore, 2020, ISBN: 9789811534157. (Type: Inproceedings | Abstract | Links | BibTeX)
17. He, Cheng; Cheng, Ran; Tian, Ye; Zhang, Xingyi: Iterated Problem Reformulation for Evolutionary Large-Scale Multiobjective Optimization. In: 2020 IEEE Congress on Evolutionary Computation (CEC), pp. 1–8, 2020. (Type: Inproceedings | Abstract | Links | BibTeX)
18. Yazdani, Danial; Cheng, Ran; He, Cheng; Branke, Jürgen: Adaptive Control of Subpopulations in Evolutionary Dynamic Optimization. In: IEEE Transactions on Cybernetics, pp. 1–14, 2020, ISSN: 2168-2275. (Type: Journal Article | Abstract | Links | BibTeX)
19. Yazdani, Danial; Omidvar, Mohammad Nabi; Cheng, Ran; Branke, Jürgen; Nguyen, Trung Thanh; Yao, Xin: Benchmarking Continuous Dynamic Optimization: Survey and Generalized Test Suite. In: IEEE Transactions on Cybernetics, pp. 1–14, 2020, ISSN: 2168-2275. (Type: Journal Article | Abstract | Links | BibTeX)
20. He, Cheng; Cheng, Ran; Zhang, Chuanji; Tian, Ye; Chen, Qin; Yao, Xin: Evolutionary Large-Scale Multiobjective Optimization for Ratio Error Estimation of Voltage Transformers. In: IEEE Transactions on Evolutionary Computation, 24 (5), pp. 868–881, 2020, ISSN: 1941-0026. (Type: Journal Article | Abstract | Links | BibTeX)
21. Hou, Zhanglu; He, Cheng; Cheng, Ran: Reformulating Preferences into Constraints for Evolutionary Multi- and Many-objective Optimization. In: Information Sciences, 541 , pp. 1–15, 2020, ISSN: 0020-0255. (Type: Journal Article | Abstract | Links | BibTeX)
22. He, Cheng; Cheng, Ran; Yazdani, Danial: Adaptive Offspring Generation for Evolutionary Large-Scale Multiobjective Optimization. In: IEEE Transactions on Systems, Man, and Cybernetics: Systems, pp. 1–13, 2020, ISSN: 2168-2232. (Type: Journal Article | Abstract | Links | BibTeX)
23. Kong, Yanguo; Kong, Xiangyi; He, Cheng; Liu, Changsong; Wang, Liting; Su, Lijuan; Gao, Jun; Guo, Qi; Cheng, Ran: Constructing an Automatic Diagnosis and Severity-classification Model for Acromegaly Using Facial Photographs by Deep Learning. In: Journal of Hematology & Oncology, 13 (1), pp. 88, 2020, ISSN: 1756-8722. (Type: Journal Article | Abstract | Links | BibTeX)
24. He, Cheng; Cheng, Ran; Jin, Yaochu; Yao, Xin: Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion. In: 2019 IEEE Congress on Evolutionary Computation (CEC), pp. 1672–1679, 2019. (Type: Inproceedings | Abstract | Links | BibTeX)
25. He, Cheng; Li, Lianghao; Tian, Ye; Zhang, Xingyi; Cheng, Ran; Jin, Yaochu; Yao, Xin: Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation. In: IEEE Transactions on Evolutionary Computation, 23 (6), pp. 949–961, 2019, ISSN: 1941-0026. (Type: Journal Article | Abstract | Links | BibTeX)
26. Cheng, Ran; Omidvar, Mohammad Nabi; Gandomi, Amir H; Sendhoff, Bernhard; Menzel, Stefan; Yao, Xin: Solving Incremental Optimization Problems via Cooperative Coevolution. In: IEEE Transactions on Evolutionary Computation, 23 (5), pp. 762–775, 2019, ISSN: 1941-0026. (Type: Journal Article | Abstract | Links | BibTeX)
27. Cheng, Ran; He, Cheng; Jin, Yaochu; Yao, Xin: Model-based Evolutionary Algorithms: a Short Survey. In: Complex & Intelligent Systems, 4 (4), pp. 283–292, 2018, ISSN: 2198-6053. (Type: Journal Article | Abstract | Links | BibTeX)