default search action

combined dblp search
author search
venue search
publication search

ask others

Ran Cheng 0004

> Home > Persons

Person information

Other persons with the same name

see FAQ

Refine list

refinements active!

zoomed in on ?? of ?? records

view refined list in

export refined list as

showing all ?? records

Journal Articles

see FAQ

What is the meaning of the colors in the publication lists?

2025
[j74]
- view
  authority control:
- export record
  dblp key:
  - journals/cim/MaZCJT25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/cim/MaZCJT25
Yuxin Ma, Zherui Zhang, Ran Cheng, Yaochu Jin, Kay Chen Tan:
ParetoLens: A Visual Analytics Framework for Exploring Solution Sets of Multi-Objective Evolutionary Algorithms [Application Notes]. IEEE Comput. Intell. Mag. 20(1): 78-94 (2025)
[j73]
- view
  authority control:
- export record
  dblp key:
  - journals/cim/HuangWZWFCT25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/cim/HuangWZWFCT25
Beichen Huang, Xingyu Wu, Yu Zhou, Jibin Wu, Liang Feng, Ran Cheng, Kay Chen Tan:
Evaluation of Large Language Models as Solution Generators in Complex Optimization. IEEE Comput. Intell. Mag. 20(4): 56-70 (2025)
[j72]
- view
  authority control:
- export record
  dblp key:
  - journals/cim/HuangSMC25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/cim/HuangSMC25
Yansong Huang, Kebin Sun, Yuxin Ma, Ran Cheng:
Exploring Neural Architecture Search Spaces via Visual Analytics [Application Notes]. IEEE Comput. Intell. Mag. 20(4): 99-112 (2025)
[j71]
- view
  authority control:
- export record
  dblp key:
  - journals/isci/LiJC25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/isci/LiJC25
Huiting Li, Yaochu Jin, Ran Cheng:
Multi-phase constrained multi-objective optimization via heterogeneous transfer. Inf. Sci. 700: 121836 (2025)
[j70]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/HuangCLJT25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/HuangCLJT25
Beichen Huang, Ran Cheng, Zhuozhao Li, Yaochu Jin, Kay Chen Tan:
EvoX: A Distributed GPU-Accelerated Framework for Scalable Evolutionary Computation. IEEE Trans. Evol. Comput. 29(5): 1649-1662 (2025)
[j69]
- view
  authority control:
- export record
  dblp key:
  - journals/tnn/LiLSZZLC25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tnn/LiLSZZLC25
Boyan Li, Luziwei Leng, Shuaijie Shen, Kaixuan Zhang, Jianguo Zhang, Jianxing Liao, Ran Cheng:
Efficient Deep Spiking Multilayer Perceptrons With Multiplication-Free Inference. IEEE Trans. Neural Networks Learn. Syst. 36(4): 7542-7554 (2025)
[j68]
- view
  authority control:
- export record
  dblp key:
  - journals/tnn/ZhangLCZCGLC25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tnn/ZhangLCZCGLC25
Rui Zhang, Luziwei Leng, Kaiwei Che, Hu Zhang, Jie Cheng, Qinghai Guo, Jianxing Liao, Ran Cheng:
Accurate and Efficient Event-Based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network. IEEE Trans. Neural Networks Learn. Syst. 36(5): 9326-9340 (2025)
[j67]
- view
  authority control:
- export record
  dblp key:
  - journals/tvcg/ZhangYCM25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tvcg/ZhangYCM25
Zherui Zhang, Fan Yang, Ran Cheng, Yuxin Ma:
ParetoTracker: Understanding Population Dynamics in Multi-Objective Evolutionary Algorithms Through Visual Analytics. IEEE Trans. Vis. Comput. Graph. 31(1): 820-830 (2025)
2024
[j66]
- view
  authority control:
- export record
  dblp key:
  - journals/swevo/ChauhanSC24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/swevo/ChauhanSC24
Dikshit Chauhan, Shivani, Ran Cheng:
Competitive Swarm Optimizer: A decade survey. Swarm Evol. Comput. 87: 101543 (2024)
[j65]
- view
  authority control:
- export record
  dblp key:
  - journals/tai/ChengETRWY24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tai/ChengETRWY24
Ran Cheng, Hugo Jair Escalante, Wei-Wei Tu, Jan N. van Rijn, Shuo Wang, Yun Yang:
Guest Editorial: AutoML for Nonstationary Data. IEEE Trans. Artif. Intell. 5(6): 2456-2457 (2024)
[j64]
- view
  authority control:
- export record
  dblp key:
  - journals/tamd/ZhangLLCLGLC24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tamd/ZhangLLCLGLC24
Hu Zhang, Yanchen Li, Luziwei Leng, Kaiwei Che, Qian Liu, Qinghai Guo, Jianxing Liao, Ran Cheng:
Automotive Object Detection via Learning Sparse Events by Spiking Neurons. IEEE Trans. Cogn. Dev. Syst. 16(6): 2110-2124 (2024)
[j63]
- view
  authority control:
- export record
  dblp key:
  - journals/tciaig/BaiSLXC24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tciaig/BaiSLXC24
Hui Bai, Ruimin Shen, Yue Lin, Botian Xu, Ran Cheng:
Lamarckian Platform: Pushing the Boundaries of Evolutionary Reinforcement Learning Toward Asynchronous Commercial Games. IEEE Trans. Games 16(1): 51-63 (2024)
[j62]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/HeCLTJ24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/HeCLTJ24
Cheng He, Ran Cheng, Lianghao Li, Kay Chen Tan, Yaochu Jin:
Large-Scale Multiobjective Optimization via Reformulated Decision Variable Analysis. IEEE Trans. Evol. Comput. 28(1): 47-61 (2024)
[j61]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/LuCJTD24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/LuCJTD24
Zhichao Lu, Ran Cheng, Yaochu Jin, Kay Chen Tan, Kalyanmoy Deb:
Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment. IEEE Trans. Evol. Comput. 28(2): 323-337 (2024)
[j60]
- view
  authority control:
- export record
  dblp key:
  - journals/tetci/WuJGDC24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tetci/WuJGDC24
Haofeng Wu, Yaochu Jin, Kailai Gao, Jinliang Ding, Ran Cheng:
Surrogate-Assisted Evolutionary Multi-Objective Optimization of Medium-Scale Problems by Random Grouping and Sparse Gaussian Modeling. IEEE Trans. Emerg. Top. Comput. Intell. 8(5): 3263-3278 (2024)
[j59]
- view
  authority control:
- export record
  dblp key:
  - journals/tetci/BaiC24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tetci/BaiC24
Hui Bai, Ran Cheng:
Generalized Population-Based Training for Hyperparameter Optimization in Reinforcement Learning. IEEE Trans. Emerg. Top. Comput. Intell. 8(5): 3450-3462 (2024)
[j58]
- view
  authority control:
- export record
  dblp key:
  - journals/tsmc/WangCJ24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tsmc/WangCJ24
Xiangyu Wang, Ran Cheng, Yaochu Jin:
Sparse Large-Scale Multiobjective Optimization by Identifying Nonzero Decision Variables. IEEE Trans. Syst. Man Cybern. Syst. 54(10): 6280-6292 (2024)
[j57]
- view
  authority control:
- export record
  dblp key:
  - journals/tvcg/HuangZJMC24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tvcg/HuangZJMC24
Yansong Huang, Zherui Zhang, Ao Jiao, Yuxin Ma, Ran Cheng:
A Comparative Visual Analytics Framework for Evaluating Evolutionary Processes in Multi-Objective Optimization. IEEE Trans. Vis. Comput. Graph. 30(1): 661-671 (2024)
2023
[j56]
- view
  authority control:
- export record
  dblp key:
  - journals/cim/ZhangCFJ23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/cim/ZhangCFJ23
Xingyi Zhang, Ran Cheng, Liang Feng, Yaochu Jin:
Machine Learning Assisted Evolutionary Multi-Objective Optimization [Guest Editorial]. IEEE Comput. Intell. Mag. 18(2): 16-17 (2023)
[j55]
- view
  authority control:
- export record
  dblp key:
  - journals/ijon/LiuCJ23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/ijon/LiuCJ23
Jia Liu, Ran Cheng, Yaochu Jin:
Bi-fidelity evolutionary multiobjective search for adversarially robust deep neural architectures. Neurocomputing 550: 126465 (2023)
[j54]
- view
  authority control:
- export record
  dblp key:
  - journals/tai/LuCHZQY23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tai/LuCHZQY23
Zhichao Lu, Ran Cheng, Shihua Huang, Haoming Zhang, Changxiao Qiu, Fan Yang:
Surrogate-Assisted Multiobjective Neural Architecture Search for Real-Time Semantic Segmentation. IEEE Trans. Artif. Intell. 4(6): 1602-1615 (2023)
[j53]
- view
  authority control:
- export record
  dblp key:
  - journals/tcyb/BaiCYTJ23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tcyb/BaiCYTJ23
Hui Bai, Ran Cheng, Danial Yazdani, Kay Chen Tan, Yaochu Jin:
Evolutionary Large-Scale Dynamic Optimization Using Bilevel Variable Grouping. IEEE Trans. Cybern. 53(11): 6937-6950 (2023)
[j52]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/0001CJS23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/0001CJS23
Xingyi Zhang, Ran Cheng, Yaochu Jin, Bernhard Sendhoff:
Guest Editorial Special Issue on Large-Scale Evolutionary Multiobjective Optimization and Its Practical Applications. IEEE Trans. Evol. Comput. 27(3): 398-400 (2023)
[j51]
- view
  authority control:
- export record
  dblp key:
  - journals/tetci/YuanLWSC23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tetci/YuanLWSC23
Zhongju Yuan, Genghui Li, Zhenkun Wang, Jianyong Sun, Ran Cheng:
RL-CSL: A Combinatorial Optimization Method Using Reinforcement Learning and Contrastive Self-Supervised Learning. IEEE Trans. Emerg. Top. Comput. Intell. 7(4): 1010-1024 (2023)
[j50]
- view
  authority control:
- export record
  dblp key:
  - journals/tnn/TanCHHQYL23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tnn/TanCHHQYL23
Hao Tan, Ran Cheng, Shihua Huang, Cheng He, Changxiao Qiu, Fan Yang, Ping Luo:
RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning. IEEE Trans. Neural Networks Learn. Syst. 34(1): 475-489 (2023)
2022
[j49]
- view
  authority control:
- export record
  dblp key:
  - journals/csur/TianSZCHTJ22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/csur/TianSZCHTJ22
Ye Tian, Langchun Si, Xingyi Zhang, Ran Cheng, Cheng He, Kay Chen Tan, Yaochu Jin:
Evolutionary Large-Scale Multi-Objective Optimization: A Survey. ACM Comput. Surv. 54(8): 174:1-174:34 (2022)
[j48]
- view
  authority control:
- export record
  dblp key:
  - journals/ijon/XiaoJCH22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/ijon/XiaoJCH22
Yan Xiao, Yaochu Jin, Ran Cheng, Kuangrong Hao:
Hybrid attention-based transformer block model for distant supervision relation extraction. Neurocomputing 470: 29-39 (2022)
[j47]
- view
  authority control:
- export record
  dblp key:
  - journals/isci/XiangTCZYJ22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/isci/XiangTCZYJ22
Xiaoshu Xiang, Ye Tian, Ran Cheng, Xingyi Zhang, Shengxiang Yang, Yaochu Jin:
A benchmark generator for online dynamic single-objective and multi-objective optimization problems. Inf. Sci. 613: 591-608 (2022)
[j46]
- view
  authority control:
- export record
  dblp key:
  - journals/memetic/ChengDDJ22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/memetic/ChengDDJ22
Ran Cheng, Jinliang Ding, Wenli Du, Yaochu Jin:
Thematic issue on knowledge and data driven evolutionary multi-objective optimization. Memetic Comput. 14(2): 133-134 (2022)
[j45]
- view
  authority control:
- export record
  dblp key:
  - journals/memetic/HuangLHCY22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/memetic/HuangLHCY22
Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao:
Adaptive multiobjective evolutionary algorithm for large-scale transformer ratio error estimation. Memetic Comput. 14(2): 237-251 (2022)
[j44]
- view
  authority control:
- export record
  dblp key:
  - journals/swevo/LiHCLPJ22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/swevo/LiHCLPJ22
Lianghao Li, Cheng He, Ran Cheng, Hongbin Li, Linqiang Pan, Yaochu Jin:
A fast sampling based evolutionary algorithm for million-dimensional multiobjective optimization. Swarm Evol. Comput. 75: 101181 (2022)
[j43]
- view
  authority control:
- export record
  dblp key:
  - journals/tai/HuangHC22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tai/HuangHC22
Shihua Huang, Cheng He, Ran Cheng:
SoloGAN: Multi-domain Multimodal Unpaired Image-to-Image Translation via a Single Generative Adversarial Network. IEEE Trans. Artif. Intell. 3(5): 722-737 (2022)
[j42]
- view
  authority control:
- export record
  dblp key:
  - journals/tcyb/YazdaniOCBNY22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tcyb/YazdaniOCBNY22
Danial Yazdani, Mohammad Nabi Omidvar, Ran Cheng, Jürgen Branke, Trung Thanh Nguyen, Xin Yao:
Benchmarking Continuous Dynamic Optimization: Survey and Generalized Test Suite. IEEE Trans. Cybern. 52(5): 3380-3393 (2022)
[j41]
- view
  authority control:
- export record
  dblp key:
  - journals/tcyb/YazdaniC0B22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tcyb/YazdaniC0B22
Danial Yazdani, Ran Cheng, Cheng He, Jürgen Branke:
Adaptive Control of Subpopulations in Evolutionary Dynamic Optimization. IEEE Trans. Cybern. 52(7): 6476-6489 (2022)
[j40]
- view
  authority control:
- export record
  dblp key:
  - journals/tnn/XuDJHC22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tnn/XuDJHC22
Jinjin Xu, Wenli Du, Yaochu Jin, Wangli He, Ran Cheng:
Ternary Compression for Communication-Efficient Federated Learning. IEEE Trans. Neural Networks Learn. Syst. 33(3): 1162-1176 (2022)
[j39]
- view
  authority control:
- export record
  dblp key:
  - journals/tsmc/HeCY22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tsmc/HeCY22
Cheng He, Ran Cheng, Danial Yazdani:
Adaptive Offspring Generation for Evolutionary Large-Scale Multiobjective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 52(2): 786-798 (2022)
[j38]
- view
  authority control:
- export record
  dblp key:
  - journals/tsmc/LiuCJHR22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tsmc/LiuCJHR22
Qiqi Liu, Ran Cheng, Yaochu Jin, Martin Heiderich, Tobias Rodemann:
Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 52(12): 7760-7773 (2022)
2021
[j37]
- view
  authority control:
- export record
  dblp key:
  - journals/isci/MaWTCZ21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/isci/MaWTCZ21
Haiping Ma, Haoyu Wei, Ye Tian, Ran Cheng, Xingyi Zhang:
A multi-stage evolutionary algorithm for multi-objective optimization with complex constraints. Inf. Sci. 560: 68-91 (2021)
[j36]
- view
  authority control:
- export record
  dblp key:
  - journals/isci/SuZZCZ21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/isci/SuZZCZ21
Yansen Su, Kefei Zhou, Xingyi Zhang, Ran Cheng, Chunhou Zheng:
A parallel multi-objective evolutionary algorithm for community detection in large-scale complex networks. Inf. Sci. 576: 374-392 (2021)
[j35]
- view
  authority control:
- export record
  dblp key:
  - journals/swevo/PanXLHC21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/swevo/PanXLHC21
Linqiang Pan, Wenting Xu, Lianghao Li, Cheng He, Ran Cheng:
Adaptive simulated binary crossover for rotated multi-objective optimization. Swarm Evol. Comput. 60: 100759 (2021)
[j34]
- view
  authority control:
- export record
  dblp key:
  - journals/swevo/HeTHC21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/swevo/HeTHC21
Cheng He, Hao Tan, Shihua Huang, Ran Cheng:
Efficient evolutionary neural architecture search by modular inheritable crossover. Swarm Evol. Comput. 64: 100894 (2021)
[j33]
- view
  authority control:
- export record
  dblp key:
  - journals/tcyb/HeHCTJ21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tcyb/HeHCTJ21
Cheng He, Shihua Huang, Ran Cheng, Kay Chen Tan, Yaochu Jin:
Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs). IEEE Trans. Cybern. 51(6): 3129-3142 (2021)
[j32]
- view
  authority control:
- export record
  dblp key:
  - journals/tcyb/PanLCHT21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tcyb/PanLCHT21
Linqiang Pan, Lianghao Li, Ran Cheng, Cheng He, Kay Chen Tan:
Manifold Learning-Inspired Mating Restriction for Evolutionary Multiobjective Optimization With Complicated Pareto Sets. IEEE Trans. Cybern. 51(6): 3325-3337 (2021)
[j31]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/ZhangJCH21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/ZhangJCH21
Haoyu Zhang, Yaochu Jin, Ran Cheng, Kuangrong Hao:
Efficient Evolutionary Search of Attention Convolutional Networks via Sampled Training and Node Inheritance. IEEE Trans. Evol. Comput. 25(2): 371-385 (2021)
[j30]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/HeCTZTJ21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/HeCTZTJ21
Cheng He, Ran Cheng, Ye Tian, Xingyi Zhang, Kay Chen Tan, Yaochu Jin:
Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization. IEEE Trans. Evol. Comput. 25(3): 448-462 (2021)
[j29]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/YazdaniCYBJY21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/YazdaniCYBJY21
Danial Yazdani, Ran Cheng, Donya Yazdani, Jürgen Branke, Yaochu Jin, Xin Yao:
A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part A. IEEE Trans. Evol. Comput. 25(4): 609-629 (2021)
[j28]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/YazdaniCYBJY21a
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/YazdaniCYBJY21a
Danial Yazdani, Ran Cheng, Donya Yazdani, Jürgen Branke, Yaochu Jin, Xin Yao:
A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part B. IEEE Trans. Evol. Comput. 25(4): 630-650 (2021)
[j27]
- view
  authority control:
- export record
  dblp key:
  - journals/tsmc/ChenCPJ21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tsmc/ChenCPJ21
Huangke Chen, Ran Cheng, Witold Pedrycz, Yaochu Jin:
Solving Many-Objective Optimization Problems via Multistage Evolutionary Search. IEEE Trans. Syst. Man Cybern. Syst. 51(6): 3552-3564 (2021)
[j26]
- view
  authority control:
- export record
  dblp key:
  - journals/tsmc/TianHCZ21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tsmc/TianHCZ21
Ye Tian, Cheng He, Ran Cheng, Xingyi Zhang:
A Multistage Evolutionary Algorithm for Better Diversity Preservation in Multiobjective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 51(9): 5880-5894 (2021)
2020
[j25]
- view
  authority control:
- export record
  dblp key:
  - journals/isci/ChenCWLW20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/isci/ChenCWLW20
Huangke Chen, Ran Cheng, Jinming Wen, Haifeng Li, Jian Weng:
Solving large-scale many-objective optimization problems by covariance matrix adaptation evolution strategy with scalable small subpopulations. Inf. Sci. 509: 457-469 (2020)
[j24]
- view
  authority control:
- export record
  dblp key:
  - journals/isci/HouHC20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/isci/HouHC20
Zhanglu Hou, Cheng He, Ran Cheng:
Reformulating preferences into constraints for evolutionary multi- and many-objective optimization. Inf. Sci. 541: 1-15 (2020)
[j23]
- view
  authority control:
- export record
  dblp key:
  - journals/tcyb/TianZCHJ20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tcyb/TianZCHJ20
Ye Tian, Xingyi Zhang, Ran Cheng, Cheng He, Yaochu Jin:
Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling. IEEE Trans. Cybern. 50(3): 1106-1119 (2020)
[j22]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/HeCZTCY20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/HeCZTCY20
Cheng He, Ran Cheng, Chuanji Zhang, Ye Tian, Qing Chen, Xin Yao:
Evolutionary Large-Scale Multiobjective Optimization for Ratio Error Estimation of Voltage Transformers. IEEE Trans. Evol. Comput. 24(5): 868-881 (2020)
2019
[j21]
- view
  authority control:
- export record
  dblp key:
  - journals/cim/TianCZLJ19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/cim/TianCZLJ19
Ye Tian, Ran Cheng, Xingyi Zhang, Miqing Li, Yaochu Jin:
Diversity Assessment of Multi-Objective Evolutionary Algorithms: Performance Metric and Benchmark Problems [Research Frontier]. IEEE Comput. Intell. Mag. 14(3): 61-74 (2019)
[j20]
- view
  authority control:
- export record
  dblp key:
  - journals/nn/CarneiroCZJ19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/nn/CarneiroCZJ19
Murillo G. Carneiro, Ran Cheng, Liang Zhao, Yaochu Jin:
Particle swarm optimization for network-based data classification. Neural Networks 110: 243-255 (2019)
[j19]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/TianCZSJ19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/TianCZSJ19
Ye Tian, Ran Cheng, Xingyi Zhang, Yansen Su, Yaochu Jin:
A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization. IEEE Trans. Evol. Comput. 23(2): 331-345 (2019)
[j18]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/ChengOGSMY19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/ChengOGSMY19
Ran Cheng, Mohammad Nabi Omidvar, Amir H. Gandomi, Bernhard Sendhoff, Stefan Menzel, Xin Yao:
Solving Incremental Optimization Problems via Cooperative Coevolution. IEEE Trans. Evol. Comput. 23(5): 762-775 (2019)
[j17]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/HeLTZCJY19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/HeLTZCJY19
Cheng He, Lianghao Li, Ye Tian, Xingyi Zhang, Ran Cheng, Yaochu Jin, Xin Yao:
Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation. IEEE Trans. Evol. Comput. 23(6): 949-961 (2019)
2018
[j16]
- view
  authority control:
- export record
  dblp key:
  - journals/asc/LiCLJ18
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/asc/LiCLJ18
Fei Li, Ran Cheng, Jianchang Liu, Yaochu Jin:
A two-stage R2 indicator based evolutionary algorithm for many-objective optimization. Appl. Soft Comput. 67: 245-260 (2018)
[j15]
- view
  authority control:
- export record
  dblp key:
  - journals/isci/ZhangZCQJ18
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/isci/ZhangZCQJ18
Xingyi Zhang, Xiutao Zheng, Ran Cheng, Jianfeng Qiu, Yaochu Jin:
A competitive mechanism based multi-objective particle swarm optimizer with fast convergence. Inf. Sci. 427: 63-76 (2018)
[j14]
- view
  authority control:
- export record
  dblp key:
  - journals/soco/GuCJ18
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/soco/GuCJ18
Shenkai Gu, Ran Cheng, Yaochu Jin:
Feature selection for high-dimensional classification using a competitive swarm optimizer. Soft Comput. 22(3): 811-822 (2018)
[j13]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/ZhangTCJ18
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/ZhangTCJ18
Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin:
A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization. IEEE Trans. Evol. Comput. 22(1): 97-112 (2018)
[j12]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/TianCZCJ18
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/TianCZCJ18
Ye Tian, Ran Cheng, Xingyi Zhang, Fan Cheng, Yaochu Jin:
An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility. IEEE Trans. Evol. Comput. 22(4): 609-622 (2018)
[j11]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/tec/ChengLLY18
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/ChengLLY18
Ran Cheng, Miqing Li, Ke Li, Xin Yao:
Evolutionary Multiobjective Optimization-Based Multimodal Optimization: Fitness Landscape Approximation and Peak Detection. IEEE Trans. Evol. Comput. 22(5): 692-706 (2018)
2017
[j10]
- view
  authority control:
- export record
  dblp key:
  - journals/cim/TianCZJ17
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/cim/TianCZJ17
Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin:
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum]. IEEE Comput. Intell. Mag. 12(4): 73-87 (2017)
[j9]
- view
  authority control:
- export record
  dblp key:
  - journals/tcyb/ChengJOS17
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tcyb/ChengJOS17
Ran Cheng, Yaochu Jin, Markus Olhofer, Bernhard Sendhoff:
Test Problems for Large-Scale Multiobjective and Many-Objective Optimization. IEEE Trans. Cybern. 47(12): 4108-4121 (2017)
[j8]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/SunJCDZ17
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/SunJCDZ17
Chaoli Sun, Yaochu Jin, Ran Cheng, Jinliang Ding, Jianchao Zeng:
Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems. IEEE Trans. Evol. Comput. 21(4): 644-660 (2017)
[j7]
- view
  authority control:
- export record
  dblp key:
  - journals/tetci/ChengRFOJ17
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tetci/ChengRFOJ17
Ran Cheng, Tobias Rodemann, Michael Fischer, Markus Olhofer, Yaochu Jin:
Evolutionary Many-Objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation. IEEE Trans. Emerg. Top. Comput. Intell. 1(2): 97-111 (2017)
2016
[j6]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/ChengJOS16
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/ChengJOS16
Ran Cheng, Yaochu Jin, Markus Olhofer, Bernhard Sendhoff:
A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization. IEEE Trans. Evol. Comput. 20(5): 773-791 (2016)
2015
[j5]
- view
  authority control:
- export record
  dblp key:
  - journals/isci/ChengJ15
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/isci/ChengJ15
Ran Cheng, Yaochu Jin:
A social learning particle swarm optimization algorithm for scalable optimization. Inf. Sci. 291: 43-60 (2015)
[j4]
- view
  authority control:
- export record
  dblp key:
  - journals/tcyb/ChengJ15
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tcyb/ChengJ15
Ran Cheng, Yaochu Jin:
A Competitive Swarm Optimizer for Large Scale Optimization. IEEE Trans. Cybern. 45(2): 191-204 (2015)
[j3]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/ZhangTCJ15
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/ZhangTCJ15
Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin:
An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization. IEEE Trans. Evol. Comput. 19(2): 201-213 (2015)
[j2]
- view
  authority control:
- export record
  dblp key:
  - journals/tec/ChengJNS15
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tec/ChengJNS15
Ran Cheng, Yaochu Jin, Kaname Narukawa, Bernhard Sendhoff:
A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling. IEEE Trans. Evol. Comput. 19(6): 838-856 (2015)
[j1]
- view
  authority control:
- export record
  dblp key:
  - journals/widm/GuCJ15
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/widm/GuCJ15
Shenkai Gu, Ran Cheng, Yaochu Jin:
Multi-objective ensemble generation. WIREs Data Mining Knowl. Discov. 5(5): 234-245 (2015)

Conference and Workshop Papers

see FAQ

What is the meaning of the colors in the publication lists?

2024
[c39]
- view
  authority control:
- export record
  dblp key:
  - conf/gecco/LiangJSC24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/gecco/LiangJSC24
Zhenyu Liang, Tao Jiang, Kebin Sun, Ran Cheng:
GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA. GECCO 2024
[c38]
- view
  authority control:
- export record
  dblp key:
  - conf/gecco/WangZLSC24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/gecco/WangZLSC24
Lishuang Wang, Mengfei Zhao, Enyu Liu, Kebin Sun, Ran Cheng:
Tensorized NeuroEvolution of Augmenting Topologies for GPU Acceleration. GECCO 2024
[c37]
- view
  authority control:
- export record
  dblp key:
  - conf/gecco/ZhaoLLC24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/gecco/ZhaoLLC24
Yifan Zhao, Zhenyu Liang, Zhichao Lu, Ran Cheng:
A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic Segmentation. GECCO Companion 2024: 163-166
[c36]
- view
  authority control:
- export record
  dblp key:
  - conf/gecco/YangJC24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/gecco/YangJC24
Luming Yang, Tao Jiang, Ran Cheng:
Tensorized Ant Colony Optimization for GPU Acceleration. GECCO Companion 2024: 755-758
[c35]
- view
  authority control:
- export record
  dblp key:
  - conf/icann/LiLSLC24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icann/LiLSLC24
Yanchen Li, Jiachun Li, Kebin Sun, Luziwei Leng, Ran Cheng:
Towards Scalable GPU-Accelerated SNN Training via Temporal Fusion. ICANN (4) 2024: 58-73
2023
[c34]
- view
  authority control:
- export record
  dblp key:
  - conf/cvpr/DingLWCB23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cvpr/DingLWCB23
Chuntao Ding, Zhichao Lu, Shangguang Wang, Ran Cheng, Vishnu Naresh Boddeti:
Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives. CVPR 2023: 7756-7765
[c33]
- view
  authority control:
- export record
  dblp key:
  - conf/cvpr/WangGZCSQL23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cvpr/WangGZCSQL23
Teng Wang, Yixiao Ge, Feng Zheng, Ran Cheng, Ying Shan, Xiaohu Qie, Ping Luo:
Accelerating Vision-Language Pretraining with Free Language Modeling. CVPR 2023: 23161-23170
[c32]
- view
  authority control:
- export record
  dblp key:
  - conf/gecco/ZhengC23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/gecco/ZhengC23
Bowen Zheng, Ran Cheng:
Rethinking Population-assisted Off-policy Reinforcement Learning. GECCO 2023: 624-632
[c31]
- view
  authority control:
- export record
  dblp key:
  - conf/icws/LuDWCJB23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icws/LuDWCJB23
Zhichao Lu, Chuntao Ding, Shangguang Wang, Ran Cheng, Felix Juefei-Xu, Vishnu Naresh Boddeti:
Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services. ICWS 2023: 415-425
2022
[c30]
- view
  - electronic edition @ mlr.press (open access)
  - details & citations
- export record
  dblp key:
  - conf/icml/WangJLZCYL22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icml/WangJLZCYL22
Teng Wang, Wenhao Jiang, Zhichao Lu, Feng Zheng, Ran Cheng, Chengguo Yin, Ping Luo:
VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix. ICML 2022: 22680-22690
2021
[c29]
- view
  authority control:
- export record
  dblp key:
  - conf/cec/LiHCP21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cec/LiHCP21
Lianghao Li, Cheng He, Ran Cheng, Linqiang Pan:
Large-scale Multiobjective Optimization via Problem Decomposition and Reformulation. CEC 2021: 2149-2155
[c28]
- view
  authority control:
- export record
  dblp key:
  - conf/emo/HeC21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/emo/HeC21
Cheng He, Ran Cheng:
Population Sizing of Evolutionary Large-Scale Multiobjective Optimization. EMO 2021: 41-52
[c27]
- view
  authority control:
- export record
  dblp key:
  - conf/emo/LiHCP21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/emo/LiHCP21
Lianghao Li, Cheng He, Ran Cheng, Linqiang Pan:
Manifold Learning Inspired Mating Restriction for Evolutionary Constrained Multiobjective Optimization. EMO 2021: 296-307
[c26]
- view
  authority control:
- export record
  dblp key:
  - conf/emo/HuCHL21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/emo/HuCHL21
Shengran Hu, Ran Cheng, Cheng He, Zhichao Lu:
Multi-objective Neural Architecture Search with Almost No Training. EMO 2021: 492-503
[c25]
- view
  authority control:
- export record
  dblp key:
  - conf/emo/LinHC21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/emo/LinHC21
Jianqing Lin, Cheng He, Ran Cheng:
Dimension Dropout for Evolutionary High-Dimensional Expensive Multiobjective Optimization. EMO 2021: 567-579
[c24]
- view
  authority control:
- export record
  dblp key:
  - conf/emo/HuangLHC021
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/emo/HuangLHC021
Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao:
Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation. EMO 2021: 672-683
[c23]
- view
  authority control:
- export record
  dblp key:
  - conf/iccv/HuangLC021
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iccv/HuangLC021
Shihua Huang, Zhichao Lu, Ran Cheng, Cheng He:
FaPN: Feature-aligned Pyramid Network for Dense Image Prediction. ICCV 2021: 844-853
[c22]
- view
  authority control:
- export record
  dblp key:
  - conf/iccv/WangZLZC021
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iccv/WangZLZC021
Teng Wang, Ruimao Zhang, Zhichao Lu, Feng Zheng, Ran Cheng, Ping Luo:
End-to-End Dense Video Captioning with Parallel Decoding. ICCV 2021: 6827-6837
2020
[c21]
- view
  authority control:
- export record
  dblp key:
  - conf/cec/HeCTZ20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cec/HeCTZ20
Cheng He, Ran Cheng, Ye Tian, Xingyi Zhang:
Iterated Problem Reformulation for Evolutionary Large-Scale Multiobjective Optimization. CEC 2020: 1-8
[c20]
- view
  authority control:
- export record
  dblp key:
  - conf/cec/TianCZJ20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cec/TianCZJ20
Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin:
Techniques for Accelerating Multi-Objective Evolutionary Algorithms in PlatEMO. CEC 2020: 1-8
2019
[c19]
- view
  authority control:
- export record
  dblp key:
  - conf/bic-ta/ChenPHC19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/bic-ta/ChenPHC19
Yiming Chen, Tianci Pan, Cheng He, Ran Cheng:
Efficient Evolutionary Deep Neural Architecture Search (NAS) by Noisy Network Morphism Mutation. BIC-TA (2) 2019: 497-508
[c18]
- view
  authority control:
- export record
  dblp key:
  - conf/bic-ta/TanHTC19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/bic-ta/TanHTC19
Hao Tan, Cheng He, Dexuan Tang, Ran Cheng:
Efficient Evolutionary Neural Architecture Search (NAS) by Modular Inheritable Crossover. BIC-TA (1) 2019: 761-769
[c17]
- view
  authority control:
- export record
  dblp key:
  - conf/cec/HeCJ019
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cec/HeCJ019
Cheng He, Ran Cheng, Yaochu Jin, Xin Yao:
Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion. CEC 2019: 1672-1679
[c16]
- view
  authority control:
- export record
  dblp key:
  - conf/cec/WanHCSCI19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cec/WanHCSCI19
Kanzhen Wan, Cheng He, Auraham Camacho, Ke Shang, Ran Cheng, Hisao Ishibuchi:
A Hybrid Surrogate-Assisted Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization. CEC 2019: 2018-2025
2018
[c15]
- view
  authority control:
- export record
  dblp key:
  - conf/cec/TianXZCJ18
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cec/TianXZCJ18
Ye Tian, Xiaoshu Xiang, Xingyi Zhang, Ran Cheng, Yaochu Jin:
Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization Problems. CEC 2018: 1-6
2017
[c14]
- view
  authority control:
- export record
  dblp key:
  - conf/cec/ChengL017
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cec/ChengL017
Ran Cheng, Miqing Li, Xin Yao:
Parallel peaks: A visualization method for benchmark studies of multimodal optimization. CEC 2017: 263-270
[c13]
- view
  authority control:
- export record
  dblp key:
  - conf/ictai/CarneiroCCJZ17
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/ictai/CarneiroCCJZ17
Murillo G. Carneiro, Thiago Henrique Cupertino, Ran Cheng, Yaochu Jin, Liang Zhao:
Nature-Inspired Graph Optimization for Dimensionality Reduction. ICTAI 2017: 1113-1119
[c12]
- view
  authority control:
- export record
  dblp key:
  - conf/seal/ZhenLCP017
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/seal/ZhenLCP017
Liangli Zhen, Miqing Li, Ran Cheng, Dezhong Peng, Xin Yao:
Adjusting Parallel Coordinates for Investigating Multi-objective Search. SEAL 2017: 224-235
2016
[c11]
- view
  authority control:
- export record
  dblp key:
  - conf/cec/TianZCJ16
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cec/TianZCJ16
Ye Tian, Xingyi Zhang, Ran Cheng, Yaochu Jin:
A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric. CEC 2016: 5222-5229
[c10]
- view
  authority control:
- export record
  dblp key:
  - conf/ijcnn/CarneiroZCJ16
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/ijcnn/CarneiroZCJ16
Murillo G. Carneiro, Liang Zhao, Ran Cheng, Yaochu Jin:
Network structural optimization based on swarm intelligence for highlevel classification. IJCNN 2016: 3737-3744
[c9]
- view
  authority control:
- export record
  dblp key:
  - conf/ssci/ZhangTCJ16
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/ssci/ZhangTCJ16
Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin:
Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimization. SSCI 2016: 1-8
2015
[c8]
- view
  authority control:
- export record
  dblp key:
  - conf/cec/ChengOJ15
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cec/ChengOJ15
Ran Cheng, Markus Olhofer, Yaochu Jin:
Reference vector based a posteriori preference articulation for evolutionary multiobjective optimization. CEC 2015: 939-946
[c7]
- view
  authority control:
- export record
  dblp key:
  - conf/emo/ChengJN15
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/emo/ChengJN15
Ran Cheng, Yaochu Jin, Kaname Narukawa:
Adaptive Reference Vector Generation for Inverse Model Based Evolutionary Multiobjective Optimization with Degenerate and Disconnected Pareto Fronts. EMO (1) 2015: 127-140
2014
[c6]
- view
  authority control:
- export record
  dblp key:
  - conf/cec/ChengJ14
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cec/ChengJ14
Ran Cheng, Yaochu Jin:
Demonstrator selection in a social learning particle swarm optimizer. IEEE Congress on Evolutionary Computation 2014: 3103-3110
2013
[c5]
- view
  authority control:
- export record
  dblp key:
  - conf/cec/ChengSJ13
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cec/ChengSJ13
Ran Cheng, Chaoli Sun, Yaochu Jin:
A multi-swarm evolutionary framework based on a feedback mechanism. IEEE Congress on Evolutionary Computation 2013: 718-724
[c4]
- view
  authority control:
- export record
  dblp key:
  - conf/ukci/ChengJ13
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/ukci/ChengJ13
Ran Cheng, Yaochu Jin:
Simulating swarm behaviuors for optimisation by learning from neighbours. UKCI 2013: 82-87
2012
[c3]
- view
  authority control:
- export record
  dblp key:
  - conf/cec/ChengYXS12
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cec/ChengYXS12
Ran Cheng, Min Yao, Xiaowei Xue, Bin Shen:
Bisexual evolution: A novel bisexual evolutionary framework based on the Fisher's runaway process. IEEE Congress on Evolutionary Computation 2012: 1-8
2010
[c2]
- view
  authority control:
- export record
  dblp key:
  - conf/aici/ChengY10
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/aici/ChengY10
Ran Cheng, Min Yao:
A Modified Particle Swarm Optimizer with a Novel Operator. AICI (2) 2010: 293-301
[c1]
- view
  authority control:
- export record
  dblp key:
  - conf/icdm/YaoYZC10
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icdm/YaoYZC10
Min Yao, Wensheng Yi, Rong Zhu, Ran Cheng:
Semantic Image Retrieval Based on Multiple-Instance Learning. ICDM Workshops 2010: 905-910

Editorship

see FAQ

What is the meaning of the colors in the publication lists?

2021
[e1]
- view
  authority control:
- export record
  dblp key:
  - conf/emo/2021
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/emo/2021
Hisao Ishibuchi, Qingfu Zhang, Ran Cheng, Ke Li, Hui Li, Handing Wang, Aimin Zhou:
Evolutionary Multi-Criterion Optimization - 11th International Conference, EMO 2021, Shenzhen, China, March 28-31, 2021, Proceedings. Lecture Notes in Computer Science 12654, Springer 2021, ISBN 978-3-030-72061-2 [contents]

Informal and Other Publications

see FAQ

What is the meaning of the colors in the publication lists?

2025
[i34]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2501-02857
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2501-02857
Yuxin Ma, Zherui Zhang, Ran Cheng, Yaochu Jin, Kay Chen Tan:
ParetoLens: A Visual Analytics Framework for Exploring Solution Sets of Multi-objective Evolutionary Algorithms. CoRR abs/2501.02857 (2025)
[i33]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2501-15129
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2501-15129
Bowen Zheng, Ran Cheng, Kay Chen Tan:
EvoRL: A GPU-accelerated Framework for Evolutionary Reinforcement Learning. CoRR abs/2501.15129 (2025)
[i32]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2501-17168
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2501-17168
Lishuang Wang, Zhihong Wu, Kebin Sun, Zhuozhao Li, Ran Cheng:
EvoGP: A GPU-accelerated Framework for Tree-based Genetic Programming. CoRR abs/2501.17168 (2025)
[i31]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2505-23433
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2505-23433
Jian Yao, Ran Cheng, Xingyu Wu, Jibin Wu, Kay Chen Tan:
Diversity-Aware Policy Optimization for Large Language Model Reasoning. CoRR abs/2505.23433 (2025)
[i30]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2506-02049
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2506-02049
Beichen Huang, Ran Cheng, Kay Chen Tan:
EvoGit: Decentralized Code Evolution via Git-Based Multi-Agent Collaboration. CoRR abs/2506.02049 (2025)
[i29]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2507-12885
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2507-12885
Jian Yao, Ran Cheng, Kay Chen Tan:
VAR-MATH: Probing True Mathematical Reasoning in Large Language Models via Symbolic Multi-Instance Benchmarks. CoRR abs/2507.12885 (2025)
[i28]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2508-00380
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2508-00380
Kebin Sun, Tao Jiang, Ran Cheng, Yaochu Jin, Kay Chen Tan:
Evolutionary Generative Optimization: Towards Fully Data-Driven Evolutionary Optimization via Generative Learning. CoRR abs/2508.00380 (2025)
[i27]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2509-08269
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2509-08269
Yisong Zhang, Ran Cheng, Guoxing Yi, Kay Chen Tan:
A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving. CoRR abs/2509.08269 (2025)
2024
[i26]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2404-06290
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2404-06290
Beichen Huang, Xingyu Wu, Yu Zhou, Jibin Wu, Liang Feng, Ran Cheng, Kay Chen Tan:
Exploring the True Potential: Evaluating the Black-box Optimization Capability of Large Language Models. CoRR abs/2404.06290 (2024)
[i25]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2404-16266
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2404-16266
Yifan Zhao, Zhenyu Liang, Zhichao Lu, Ran Cheng:
A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic Segmentation. CoRR abs/2404.16266 (2024)
2023
[i24]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2301-12457
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2301-12457
Beichen Huang, Ran Cheng, Yaochu Jin, Kay Chen Tan:
EvoX: A Distributed GPU-accelerated Library towards Scalable Evolutionary Computation. CoRR abs/2301.12457 (2023)
[i23]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2303-04150
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2303-04150
Hui Bai, Ran Cheng, Yaochu Jin:
Evolutionary Reinforcement Learning: A Survey. CoRR abs/2303.04150 (2023)
[i22]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2303-14038
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2303-14038
Teng Wang, Yixiao Ge, Feng Zheng, Ran Cheng, Ying Shan, Xiaohu Qie, Ping Luo:
Accelerating Vision-Language Pretraining with Free Language Modeling. CoRR abs/2303.14038 (2023)
[i21]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2308-02066
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2308-02066
Chuntao Ding, Zhichao Lu, Shangguang Wang, Ran Cheng, Vishnu Naresh Boddeti:
Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives. CoRR abs/2308.02066 (2023)
[i20]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2308-06515
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2308-06515
Zhichao Lu, Chuntao Ding, Shangguang Wang, Ran Cheng, Felix Juefei-Xu, Vishnu Naresh Boddeti:
Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services. CoRR abs/2308.06515 (2023)
2022
[i19]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2204-07449
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2204-07449
Teng Wang, Zhu Liu, Feng Zheng, Zhichao Lu, Ran Cheng, Ping Luo:
Semantic-Aware Pretraining for Dense Video Captioning. CoRR abs/2204.07449 (2022)
[i18]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2206-08919
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2206-08919
Teng Wang, Wenhao Jiang, Zhichao Lu, Feng Zheng, Ran Cheng, Chengguo Yin, Ping Luo:
VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix. CoRR abs/2206.08919 (2022)
[i17]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2207-01050
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2207-01050
Jinrui Zhang, Teng Wang, Feng Zheng, Ran Cheng, Ping Luo:
Exploiting Context Information for Generic Event Boundary Captioning. CoRR abs/2207.01050 (2022)
[i16]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2207-05321
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2207-05321
Jia Liu, Ran Cheng, Yaochu Jin:
Bi-fidelity Evolutionary Multiobjective Search for Adversarially Robust Deep Neural Architectures. CoRR abs/2207.05321 (2022)
[i15]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2208-04321
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2208-04321
Zhichao Lu, Ran Cheng, Yaochu Jin, Kay Chen Tan, Kalyanmoy Deb:
Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment. CoRR abs/2208.04321 (2022)
[i14]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2208-06820
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2208-06820
Zhichao Lu, Ran Cheng, Shihua Huang, Haoming Zhang, Changxiao Qiu, Fan Yang:
Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation. CoRR abs/2208.06820 (2022)
[i13]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2209-10055
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2209-10055
Hui Bai, Ruimin Shen, Yue Lin, Botian Xu, Ran Cheng:
Lamarckian Platform: Pushing the Boundaries of Evolutionary Reinforcement Learning towards Asynchronous Commercial Games. CoRR abs/2209.10055 (2022)
2021
[i12]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2108-07058
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2108-07058
Shihua Huang, Zhichao Lu, Ran Cheng, Cheng He:
FaPN: Feature-aligned Pyramid Network for Dense Image Prediction. CoRR abs/2108.07058 (2021)
[i11]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2108-07781
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2108-07781
Teng Wang, Ruimao Zhang, Zhichao Lu, Feng Zheng, Ran Cheng, Ping Luo:
End-to-End Dense Video Captioning with Parallel Decoding. CoRR abs/2108.07781 (2021)
[i10]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2110-05242
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2110-05242
Shengran Hu, Ran Cheng, Cheng He, Zhichao Lu, Jing Wang, Miao Zhang:
Accelerating Multi-Objective Neural Architecture Search by Random-Weight Evaluation. CoRR abs/2110.05242 (2021)
2020
[i9]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2003-03564
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2003-03564
Jinjin Xu, Wenli Du, Ran Cheng, Wangli He, Yaochu Jin:
Ternary Compression for Communication-Efficient Federated Learning. CoRR abs/2003.03564 (2020)
[i8]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2003-11518
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2003-11518
Yan Xiao, Yaochu Jin, Ran Cheng, Kuangrong Hao:
Hybrid Attention-Based Transformer Block Model for Distant Supervision Relation Extraction. CoRR abs/2003.11518 (2020)
[i7]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2003-11613
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2003-11613
Haoyu Zhang, Yaochu Jin, Ran Cheng, Kuangrong Hao:
Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search. CoRR abs/2003.11613 (2020)
[i6]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2008-01681
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2008-01681
Shihua Huang, Cheng He, Ran Cheng:
Multimodal Image-to-Image Translation via a Single Generative Adversarial Network. CoRR abs/2008.01681 (2020)
[i5]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2009-06193
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2009-06193
Hao Tan, Ran Cheng, Shihua Huang, Cheng He, Changxiao Qiu, Fan Yang, Ping Luo:
RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning. CoRR abs/2009.06193 (2020)
[i4]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2011-13591
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2011-13591
Shengran Hu, Ran Cheng, Cheng He, Zhichao Lu:
Multi-objective Neural Architecture Search with Almost No Training. CoRR abs/2011.13591 (2020)
2019
[i3]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1910-04966
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1910-04966
Cheng He, Shihua Huang, Ran Cheng, Kay Chen Tan, Yaochu Jin:
Evolutionary Multi-Objective Optimization Driven by Generative Adversarial Networks (GANs). CoRR abs/1910.04966 (2019)
2018
[i2]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1806-02706
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1806-02706
Liangli Zhen, Miqing Li, Ran Cheng, Dezhong Peng, Xin Yao:
Multiobjective Test Problems with Degenerate Pareto Fronts. CoRR abs/1806.02706 (2018)
2017
[i1]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/TianCZJ17
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/TianCZJ17
Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin:
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization. CoRR abs/1701.00879 (2017)

Coauthor Index

see FAQ

manage site settings

To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.