Ran Cheng

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 186

Top Venues

CoRR

IEEE Trans. Evol. Comput.

CEC

IEEE Trans. Cybern.

University of Surrey, Guildford, UK (PHD)

Education History

University of Surrey, Guildford, UK

PHD

Publications

Lishuang Wang, Mengfei Zhao, Enyu Liu, Kebin Sun, Ran Cheng
Tensorized NeuroEvolution of Augmenting Topologies for GPU Acceleration. GECCO (2024)
Yifan Zhao, Zhenyu Liang, Zhichao Lu, Ran Cheng
A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic Segmentation. CoRR (2024)
Lishuang Wang, Mengfei Zhao, Enyu Liu, Kebin Sun, Ran Cheng
Tensorized NeuroEvolution of Augmenting Topologies for GPU Acceleration. CoRR (2024)
Haoming Zhang, Ran Cheng
FR-NAS: Forward-and-Reverse Graph Predictor for Efficient Neural Architecture Search. CoRR (2024)
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) (2024)
Luming Yang, Tao Jiang, Ran Cheng
Tensorized Ant Colony Optimization for GPU Acceleration. GECCO Companion (2024)
Junru Qu, Dong Liu, Bing Chen, Ying Sun, Xinze Li, Chengji Jin, Jiajia Chen, Haoji Qian, Rongzong Shen, Xiao Yu, Dawei Gao, Ran Cheng, Genquan Han
Low Temperature Characterization and Modeling of Hot Carrier Injection in 14 nm Si FinFET. IRPS (2024)
Luming Yang, Tao Jiang, Ran Cheng
Tensorized Ant Colony Optimization for GPU Acceleration. CoRR (2024)
Zhenyu Liang, Tao Jiang, Kebin Sun, Ran Cheng
GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA. GECCO (2024)
Mengmeng Zhang, Zeliang Zhang, Yuan Li, Ran Cheng, Hongyuan Jing, Zhi Liu
CTU-Level Adaptive QP Offset Algorithm for V-PCC Using JND and Spatial Complexity. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 107 (8) (2024)
Zhou Zhou, Guohang He, Zheng Zhang, Luziwei Leng, Qinghai Guo, Jianxing Liao, Xuan Song, Ran Cheng
Benchmarking Neural Decoding Backbones towards Enhanced On-edge iBCI Applications. CoRR (2024)
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) (2024)
Dikshit Chauhan, Shivani, Ran Cheng
Competitive Swarm Optimizer: A decade survey. Swarm Evol. Comput. 87 (2024)
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) (2024)
Hui Bai, Ran Cheng
Generalized Population-Based Training for Hyperparameter Optimization in Reinforcement Learning. CoRR (2024)
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 (2024)
Xinze Li, Yiqin Zeng, Yuxuan Wu, Ying Sun, Junru Qu, Chengji Jin, Jiani Gu, Rongzong Shen, Gaobo Lin, Dawei Gao, Xiao Yu, Bing Chen, Ran Cheng, Genquan Han
Investigation of Read Disturb for Hf0.5Zr0.502 Ferroelectric Field-Effect Transistors Based Neuromorphic Applications. IRPS (2024)
Haoxi Zhang, Xinxu Zhang, Yuanxin Lin, Maiqi Wang, Yi Lai, Yu Wang, Linfeng Yu, Yufeng Xu, Ran Cheng, Edward Szczerbicki
Tokensome: Towards a Genetic Vision-Language GPT for Explainable and Cognitive Karyotyping. CoRR (2024)
Zhenyu Liang, Tao Jiang, Kebin Sun, Ran Cheng
GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA. CoRR (2024)
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) (2024)
Yifan Zhao, Zhenyu Liang, Zhichao Lu, Ran Cheng
A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic Segmentation. GECCO Companion (2024)
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) (2024)
Yang Cheng, Qingyuan Shu, Albert Lee, Haoran He, Ivy Zhu, Haris Suhail, Minzhang Chen, Renhe Chen, Zirui Wang, Hantao Zhang, Chih-Yao Wang, Shan-Yi Yang, Yu-Chen Hsin, Cheng-Yi Shih, Hsin-Han Lee, Ran Cheng, Sudhakar Pamarti, Xufeng Kou, Kang L. Wang
Voltage-Controlled Magnetoelectric Devices for Neuromorphic Diffusion Process. CoRR (2024)
Martin Lentschat, Cyril Labbé, Ran Cheng
NanoNER: Named Entity Recognition for nanobiology using experts' knowledge and distant supervision. CoRR (2024)
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 (2023)
Ran Cheng
Investigation of Low Temperature Noise and Current Fluctuation for Advanced Transistors: Characterization and Modeling. ICICDT (2023)
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) (2023)
Beichen Huang, Ran Cheng, Yaochu Jin, Kay Chen Tan
EvoX: A Distributed GPU-accelerated Library towards Scalable Evolutionary Computation. CoRR (2023)
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 (2023)
Rui Zhang, Luziwei Leng, Kaiwei Che, Hu Zhang, Jie Cheng, Qinghai Guo, Jiangxing Liao, Ran Cheng
Accurate and Efficient Event-based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network. CoRR (2023)
Qian Li, Cong Zhao, Ran Cheng
How the Characteristics of Live-Streaming Environment Affect Consumer Purchase Intention: The Mediating Role of Presence and Perceived Trust. IEEE Access 11 (2023)
Runze Yuan, Ran Cheng, Lige Liu, Tao Sun, Laurent Kneip
Scale jump-aware pose graph relaxation for monocular SLAM with re-initializations. CoRR (2023)
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)
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) (2023)
Runze Yuan, Ran Cheng, Lige Liu, Tao Sun, Laurent Kneip
Scale Jump-Aware Pose Graph Relaxation for Monocular SLAM with Re-Initializations. IROS (2023)
Yiqin Zeng, Zhetao Ding, Xueyang Li, Minglei Ma, Yue Peng, Rongzong Shen, Gaobo Lin, Chengji Jin, Xiao Yu, Bing Chen, Ran Cheng, Genquan Han
Complete Reconfigurable Boolean Logic Gates Based on One FeFET -One RRAM Technology. ESSDERC (2023)
Boyan Li, Luziwei Leng, Ran Cheng, Shuaijie Shen, Kaixuan Zhang, Jianguo Zhang, Jianxing Liao
Efficient Deep Spiking Multi-Layer Perceptrons with Multiplication-Free Inference. CoRR (2023)
Hui Bai, Ran Cheng, Yaochu Jin
Evolutionary Reinforcement Learning: A Survey. CoRR (2023)
Yu Liu, Ang Li, Ran Cheng, Bingxuan Li, Qingguo Xie, Xiaoping Wang, Bensheng Qiu, Xun Chen, Peng Xiao
A depth-of-interaction rebinning method based on both geometric and activity weights. Comput. Methods Programs Biomed. 240 (2023)
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) (2023)
Hu Zhang, Luziwei Leng, Kaiwei Che, Qian Liu, Jie Cheng, Qinghai Guo, Jiangxing Liao, Ran Cheng
Automotive Object Detection via Learning Sparse Events by Temporal Dynamics of Spiking Neurons. CoRR (2023)
Teng Wang, Yixiao Ge, Feng Zheng, Ran Cheng, Ying Shan, Xiaohu Qie, Ping Luo
Accelerating Vision-Language Pretraining with Free Language Modeling. CVPR (2023)
Jia Liu, Ran Cheng, Yaochu Jin
Bi-fidelity evolutionary multiobjective search for adversarially robust deep neural architectures. Neurocomputing 550 (2023)
Xinze Li, Yuxuan Wu, Qiao Teng, Ying Sun, Xiao Gong, Guillaume Besnard, Christophe Maleville, Olivier Weber, Rui Zhang, Bing Chen, Dawei Gao, Ran Cheng
Investigation of Random Telegraph Noise in Advanced Silicon-On-Insulator N-FETs: The Impact of Back Bias, Strain, and Hot Carrier Stress. ICICDT (2023)
Teng Wang, Jinrui Zhang, Feng Zheng, Wenhao Jiang, Ran Cheng, Ping Luo
Learning Grounded Vision-Language Representation for Versatile Understanding in Untrimmed Videos. CoRR (2023)
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) (2023)
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)
Xingyi Zhang, Ran Cheng, Liang Feng, Yaochu Jin
Machine Learning Assisted Evolutionary Multi-Objective Optimization [Guest Editorial]. IEEE Comput. Intell. Mag. 18 (2) (2023)
Bowen Zheng, Ran Cheng
Rethinking Population-assisted Off-policy Reinforcement Learning. CoRR (2023)
Bowen Zheng, Ran Cheng
Rethinking Population-assisted Off-policy Reinforcement Learning. GECCO (2023)
Teng Wang, Yixiao Ge, Feng Zheng, Ran Cheng, Ying Shan, Xiaohu Qie, Ping Luo
Accelerating Vision-Language Pretraining with Free Language Modeling. CoRR (2023)
Yansong Huang, Zherui Zhang, Ao Jiao, Yuxin Ma, Ran Cheng
A Comparative Visual Analytics Framework for Evaluating Evolutionary Processes in Multi-objective Optimization. CoRR (2023)
Yuan Ren, Bingbing Liu, Ran Cheng, Christopher Agia
Lightweight Semantic-Aided Localization With Spinning LiDAR Sensor. IEEE Trans. Intell. Veh. 8 (1) (2023)
Haoran Yu, Tiancheng Gong, Peng Yuan, Yuan Wang, Zhaomeng Gao, Xiaoxin Xu, Ying Sun, Ran Cheng, Jianfeng Gao, Junfeng Li, Bing Chen, Qing Luo
Transport mechanism in Hf0.5Zr0.5O2-based ferroelectric diodes. Sci. China Inf. Sci. 66 (12) (2023)
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) (2023)
Jiaxin Wei, Lige Liu, Ran Cheng, Wenqing Jiang, Minghao Xu, Xinyu Jiang, Tao Sun, Sören Schwertfeger, Laurent Kneip
Spotlights: Probing Shapes from Spherical Viewpoints. ACCV (1) (2022)
Ran Cheng, Jinliang Ding, Wenli Du, Yaochu Jin
Thematic issue on knowledge and data driven evolutionary multi-objective optimization. Memetic Comput. 14 (2) (2022)
Wenxiu He, Ran Cheng, Keji Mao, Ke Yan, Jianliang Wei, Yingying Xu
A Novel Anchorless Node Positioning Method for Wireless Sensor Network. J. Sensors 2022 (2022)
Yan Xiao, Yaochu Jin, Ran Cheng, Kuangrong Hao
Hybrid attention-based transformer block model for distant supervision relation extraction. Neurocomputing 470 (2022)
Jia Liu, Ran Cheng, Yaochu Jin
Bi-fidelity Evolutionary Multiobjective Search for Adversarially Robust Deep Neural Architectures. CoRR (2022)
Danial Yazdani, Ran Cheng, Cheng He, Jürgen Branke
Adaptive Control of Subpopulations in Evolutionary Dynamic Optimization. IEEE Trans. Cybern. 52 (7) (2022)
Teng Wang, Zhu Liu, Feng Zheng, Zhichao Lu, Ran Cheng, Ping Luo
Semantic-Aware Pretraining for Dense Video Captioning. CoRR (2022)
Pinyuan Zhong, Ran Cheng, Xiaoying Tang
Utilizing average symmetrical surface distance in active shape modeling for subcortical surface generation with slow-fast learning. EMBC (2022)
Zhichao Lu, Ran Cheng, Yaochu Jin, Kay Chen Tan, Kalyanmoy Deb
Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment. CoRR (2022)
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 (2022)
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 (2022)
Ran Cheng, Zhihua Liu, Guodong Zhai, Qi Lv, Ming Yang, Chenguang Cai
High-Acceleration Vibration Calibration System Based on Phase-Locked Resonance Control. Sensors 22 (19) (2022)
Cheng He, Ran Cheng, Danial Yazdani
Adaptive Offspring Generation for Evolutionary Large-Scale Multiobjective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 52 (2) (2022)
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) (2022)
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) (2022)
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 (2022)
Ran Cheng, Xinyu Jiang, Yuan Chen, Lige Liu, Tao Sun
S3E-GNN: Sparse Spatial Scene Embedding with Graph Neural Networks for Camera Relocalization. CoRR (2022)
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) (2022)
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)
Ke Hu, Wenhao Sun, Zhongbo Nie, Ran Cheng, Song Chen, Yi Kang
Real-time infrared small target detection network and accelerator design. Integr. 87 (2022)
Xinze Li, Ying Sun, Jing Wan, Bing Chen, Ran Cheng, Genquan Han
Machine Learning Method for Accurate Analysis of Complicated Low Temperature Random Telegraph Noise. ICICDT (2022)
Jinrui Zhang, Teng Wang, Feng Zheng, Ran Cheng, Ping Luo
Exploiting Context Information for Generic Event Boundary Captioning. CoRR (2022)
Hui Bai, Ruimin Shen, Yue Lin, Botian Xu, Ran Cheng
Lamarckian Platform: Pushing the Boundaries of Evolutionary Reinforcement Learning towards Asynchronous Commercial Games. CoRR (2022)
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 (2022)
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) (2022)
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) (2022)
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) (2022)
Jiaxin Wei, Lige Liu, Ran Cheng, Wenqing Jiang, Minghao Xu, Xinyu Jiang, Tao Sun, Sören Schwertfeger, Laurent Kneip
Spotlights: Probing Shapes from Spherical Viewpoints. CoRR (2022)
Shengran Hu, Ran Cheng, Cheng He, Zhichao Lu
Multi-objective Neural Architecture Search with Almost No Training. EMO (2021)
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 (2021)
Lianghao Li, Cheng He, Ran Cheng, Linqiang Pan
Manifold Learning Inspired Mating Restriction for Evolutionary Constrained Multiobjective Optimization. EMO (2021)
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) (2021)
Yiming Chen, Yan Zhang, Chen Zhang, Grandee Lee, Ran Cheng, Haizhou Li
Revisiting Self-training for Few-shot Learning of Language Model. EMNLP (1) (2021)
Teng Wang, Ruimao Zhang, Zhichao Lu, Feng Zheng, Ran Cheng, Ping Luo
End-to-End Dense Video Captioning with Parallel Decoding. CoRR (2021)
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) (2021)
Ran Cheng, Chao Chen, Longfei Xu, Shen Li, Lei Wang, Hengbin Cui, Kaikui Liu, Xiaolong Li
R4: A Framework for Route Representation and Route Recommendation. CoRR (2021)
Teng Wang, Ruimao Zhang, Zhichao Lu, Feng Zheng, Ran Cheng, Ping Luo
End-to-End Dense Video Captioning with Parallel Decoding. ICCV (2021)
Ran Cheng, Christopher Agia, Florian Shkurti, David Meger, Gregory Dudek
Latent Attention Augmentation for Robust Autonomous Driving Policies. IROS (2021)
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) (2021)
Linqiang Pan, Wenting Xu, Lianghao Li, Cheng He, Ran Cheng
Adaptive simulated binary crossover for rotated multi-objective optimization. Swarm Evol. Comput. 60 (2021)
Ryan Razani, Ran Cheng, Ehsan Taghavi, Bingbing Liu
Lite-HDSeg: LiDAR Semantic Segmentation Using Lite Harmonic Dense Convolutions. ICRA (2021)
Ran Cheng, Ying Sun, Yiming Qu, Wei Liu, Fanyu Liu, Jianfeng Gao, Nuo Xu, Bing Chen
Nano-scaled transistor reliability characterization at nano-second regime. Sci. China Inf. Sci. 64 (10) (2021)
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) (2021)
Shengran Hu, Ran Cheng, Cheng He, Zhichao Lu, Jing Wang, Miao Zhang
Accelerating Multi-Objective Neural Architecture Search by Random-Weight Evaluation. CoRR (2021)
Ryan Razani, Ran Cheng, Ehsan Taghavi, Bingbing Liu
Lite-HDSeg: LiDAR Semantic Segmentation Using Lite Harmonic Dense Convolutions. CoRR (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ran Cheng