| 2025 | CEC | GPU-accelerated Evolutionary Many-objective Optimization Using Tensorized NSGA-III. | Hao Li, Zhenyu Liang, Ran Cheng |
| 2025 | ICCV | CoA-VLA: Improving Vision-Language-Action Models via Visual-Textual Chain-of-Affordance. | Jinming Li, Yichen Zhu, Zhibin Tang, Junjie Wen, Minjie Zhu, Xiaoyu Liu, Chengmeng Li, Ran Cheng, Yaxin Peng, Yan Peng, Feifei Feng |
| 2025 | ICRA | Beyond Traversing in a Thin Pipe: Self-Sensing Odometry of a Pipeline Robot Driven by High-Frequency Dielectric Elastomer Actuators. | Ran Cheng, Qi Shao, Xin-Jun Liu, Huichan Zhao |
| 2025 | ICRA | Scaling Diffusion Policy in Transformer to 1 Billion Parameters for Robotic Manipulation. | Minjie Zhu, Yichen Zhu, Jinming Li, Junjie Wen, Zhiyuan Xu, Ning Liu, Ran Cheng, Chaomin Shen, Yaxin Peng, Feifei Feng, Jian Tang |
| 2024 | GECCO | GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA. | Zhenyu Liang, Tao Jiang, Kebin Sun, Ran Cheng |
| 2024 | GECCO | Tensorized NeuroEvolution of Augmenting Topologies for GPU Acceleration. | Lishuang Wang, Mengfei Zhao, Enyu Liu, Kebin Sun, Ran Cheng |
| 2024 | GECCO | Tensorized Ant Colony Optimization for GPU Acceleration. | Luming Yang, Tao Jiang, Ran Cheng |
| 2024 | GECCO | A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic Segmentation. | Yifan Zhao, Zhenyu Liang, Zhichao Lu, Ran Cheng |
| 2024 | ICANN | Towards Scalable GPU-Accelerated SNN Training via Temporal Fusion. | Yanchen Li, Jiachun Li, Kebin Sun, Luziwei Leng, Ran Cheng |
| 2024 | IJCNN | FR-NAS: Forward-and-Reverse Graph Predictor for Efficient Neural Architecture Search. | Haoming Zhang, Ran Cheng |
| 2024 | IROS | MV-ROPE: Multi-view Constraints for Robust Category-level Object Pose and Size Estimation. | Jiaqi Yang, Yucong Chen, Xiangting Meng, Chenxin Yan, Min Li, Ran Cheng, Lige Liu, Tao Sun, Laurent Kneip |
| 2023 | CVPR | Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives. | Chuntao Ding, Zhichao Lu, Shangguang Wang, Ran Cheng, Vishnu Naresh Boddeti |
| 2023 | CVPR | Accelerating Vision-Language Pretraining with Free Language Modeling. | Teng Wang, Yixiao Ge, Feng Zheng, Ran Cheng, Ying Shan, Xiaohu Qie, Ping Luo |
| 2023 | GECCO | Rethinking Population-assisted Off-policy Reinforcement Learning. | Bowen Zheng, Ran Cheng |
| 2023 | IROS | Scale Jump-Aware Pose Graph Relaxation for Monocular SLAM with Re-Initializations. | Runze Yuan, Ran Cheng, Lige Liu, Tao Sun, Laurent Kneip |
| 2023 | ICWS | Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services. | Zhichao Lu, Chuntao Ding, Shangguang Wang, Ran Cheng, Felix Juefei-Xu, Vishnu Naresh Boddeti |
| 2022 | ACCV | Spotlights: Probing Shapes from Spherical Viewpoints. | Jiaxin Wei, Lige Liu, Ran Cheng, Wenqing Jiang, Minghao Xu, Xinyu Jiang, Tao Sun, Sren Schwertfeger, Laurent Kneip |
| 2022 | ICML | VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix. | Teng Wang, Wenhao Jiang, Zhichao Lu, Feng Zheng, Ran Cheng, Chengguo Yin, Ping Luo |
| 2021 | CEC | Large-scale Multiobjective Optimization via Problem Decomposition and Reformulation. | Lianghao Li, Cheng He, Ran Cheng, Linqiang Pan |
| 2021 | CVPR | (AF)2-S3Net: Attentive Feature Fusion With Adaptive Feature Selection for Sparse Semantic Segmentation Network. | Ran Cheng, Ryan Razani, Ehsan Taghavi, Enxu Li, Bingbing Liu |
| 2021 | EMNLP | Revisiting Self-training for Few-shot Learning of Language Model. | Yiming Chen, Yan Zhang, Chen Zhang, Grandee Lee, Ran Cheng, Haizhou Li |
| 2021 | EMO | Population Sizing of Evolutionary Large-Scale Multiobjective Optimization. | Cheng He, Ran Cheng |
| 2021 | EMO | Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation. | Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao |
| 2021 | EMO | Multi-objective Neural Architecture Search with Almost No Training. | Shengran Hu, Ran Cheng, Cheng He, Zhichao Lu |
| 2021 | EMO | Manifold Learning Inspired Mating Restriction for Evolutionary Constrained Multiobjective Optimization. | Lianghao Li, Cheng He, Ran Cheng, Linqiang Pan |
| 2021 | EMO | Dimension Dropout for Evolutionary High-Dimensional Expensive Multiobjective Optimization. | Jianqing Lin, Cheng He, Ran Cheng |
| 2021 | ICCV | FaPN: Feature-aligned Pyramid Network for Dense Image Prediction. | Shihua Huang, Zhichao Lu, Ran Cheng, Cheng He |
| 2021 | ICCV | GP-S3Net: Graph-based Panoptic Sparse Semantic Segmentation Network. | Ryan Razani, Ran Cheng, Enxu Li, Ehsan Taghavi, Yuan Ren, Bingbing Liu |
| 2021 | ICCV | End-to-End Dense Video Captioning with Parallel Decoding. | Teng Wang, Ruimao Zhang, Zhichao Lu, Feng Zheng, Ran Cheng, Ping Luo |
| 2021 | ICRA | S3Net: 3D LiDAR Sparse Semantic Segmentation Network. | Ran Cheng, Ryan Razani, Yuan Ren, Bingbing Liu |
| 2021 | ICRA | Lite-HDSeg: LiDAR Semantic Segmentation Using Lite Harmonic Dense Convolutions. | Ryan Razani, Ran Cheng, Ehsan Taghavi, Bingbing Liu |
| 2021 | IROS | Latent Attention Augmentation for Robust Autonomous Driving Policies. | Ran Cheng, Christopher Agia, Florian Shkurti, David Meger, Gregory Dudek |
| 2020 | CEC | Iterated Problem Reformulation for Evolutionary Large-Scale Multiobjective Optimization. | Cheng He, Ran Cheng, Ye Tian, Xingyi Zhang |
| 2020 | CEC | Techniques for Accelerating Multi-Objective Evolutionary Algorithms in PlatEMO. | Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin |
| 2020 | CoRL | S3CNet: A Sparse Semantic Scene Completion Network for LiDAR Point Clouds. | Ran Cheng, Christopher Agia, Yuan Ren, Xinhai Li, Bingbing Liu |
| 2019 | CEC | Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion. | Cheng He, Ran Cheng, Yaochu Jin, Xin Yao |
| 2019 | CEC | A Hybrid Surrogate-Assisted Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization. | Kanzhen Wan, Cheng He, Auraham Camacho, Ke Shang, Ran Cheng, Hisao Ishibuchi |
| 2019 | IGARSS | Automatic Sub-Images Extraction from Entire Urban SAR Scenes Based on the Clustering-Based Algorithm and Graph Traversal Methods. | Jie Li, Ran Cheng, Yesheng Gao, Xue Jiang, Bin Yuan, Ye Zhang, Xingzhao Liu |
| 2018 | CEC | Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization Problems. | Ye Tian, Xiaoshu Xiang, Xingyi Zhang, Ran Cheng, Yaochu Jin |
| 2018 | IROS | Vision-Based Autonomous Underwater Swimming in Dense Coral for Combined Collision Avoidance and Target Selection. | Travis Manderson, Juan Camilo Gamboa Higuera, Ran Cheng, Gregory Dudek |
| 2017 | CEC | Parallel peaks: A visualization method for benchmark studies of multimodal optimization. | Ran Cheng, Miqing Li, Xin Yao |
| 2017 | ICTAI | Nature-Inspired Graph Optimization for Dimensionality Reduction. | Murillo G. Carneiro, Thiago Henrique Cupertino, Ran Cheng, Yaochu Jin, Liang Zhao |
| 2016 | CEC | A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric. | Ye Tian, Xingyi Zhang, Ran Cheng, Yaochu Jin |
| 2016 | IJCNN | Network structural optimization based on swarm intelligence for highlevel classification. | Murillo G. Carneiro, Liang Zhao, Ran Cheng, Yaochu Jin |
| 2015 | CEC | Reference vector based a posteriori preference articulation for evolutionary multiobjective optimization. | Ran Cheng, Markus Olhofer, Yaochu Jin |
| 2015 | EMO | Adaptive Reference Vector Generation for Inverse Model Based Evolutionary Multiobjective Optimization with Degenerate and Disconnected Pareto Fronts. | Ran Cheng, Yaochu Jin, Kaname Narukawa |
| 2014 | CEC | Demonstrator selection in a social learning particle swarm optimizer. | Ran Cheng, Yaochu Jin |
| 2013 | CEC | A multi-swarm evolutionary framework based on a feedback mechanism. | Ran Cheng, Chaoli Sun, Yaochu Jin |
| 2012 | CEC | Bisexual evolution: A novel bisexual evolutionary framework based on the Fisher's runaway process. | Ran Cheng, Min Yao, Xiaowei Xue, Bin Shen |
| 2010 | ICDM | Semantic Image Retrieval Based on Multiple-Instance Learning. | Min Yao, Wensheng Yi, Rong Zhu, Ran Cheng |
| 2005 | AIED | Adaptive Reward Mechanism for Sustainable Online Learning Community. | Ran Cheng, Julita Vassileva |