Yaran Chen

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 50

Top Topics

Neural Architecture

Semantic Segmentation

Reinforcement Learning

Object Detection

Top Venues

IEEE Trans. Cogn. Dev. Syst.

IEEE Trans. Cybern.

Publications

Yupeng Zheng, Zebin Xing, Qichao Zhang, Bu Jin, Pengfei Li, Yuhang Zheng, Zhongpu Xia, Kun Zhan, Xianpeng Lang, Yaran Chen, Dongbin Zhao
PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning. CoRR (2024)
Mengying Lin, Yaran Chen, Dongbin Zhao, Zhaoran Wang
Advancing Object Goal Navigation Through LLM-enhanced Object Affinities Transfer. CoRR (2024)
Xin Liu, Yaran Chen, Dongbin Zhao
Learning Future Representation with Synthetic Observations for Sample-efficient Reinforcement Learning. CoRR (2024)
Nannan Li, Yaran Chen, Dongbin Zhao
Dense Attention: A Densely Connected Attention Mechanism for Vision Transformer. IJCNN (2023)
Haoran Li, Shasha Liu, Mingjun Ma, Guangzheng Hu, Yaran Chen, Dongbin Zhao
NeuronsGym: A Hybrid Framework and Benchmark for Robot Tasks with Sim2Real Policy Learning. CoRR (2023)
Yaran Chen, Wenbo Cui, Yuanwen Chen, Mining Tan, Xinyao Zhang, Dongbin Zhao, He Wang
RoboGPT: an intelligent agent of making embodied long-term decisions for daily instruction tasks. CoRR (2023)
Jiaqi Li, Haoran Li, Yaran Chen, Zixiang Ding, Nannan Li, Mingjun Ma, Zicheng Duan, Dongbin Zhao
ABCP: Automatic Blockwise and Channelwise Network Pruning via Joint Search. IEEE Trans. Cogn. Dev. Syst. 15 (3) (2023)
Yaran Chen, Xueyu Chen, Yu Han, Haoran Li, Dongbin Zhao, Jingzhong Li, Xu Wang
Multi-modal Learning based Prediction for Disease. CoRR (2023)
Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao, C. L. Philip Chen
Stacked BNAS: Rethinking Broad Convolutional Neural Network for Neural Architecture Search. IEEE Trans. Syst. Man Cybern. Syst. 53 (9) (2023)
Xin Liu, Yaran Chen, Haoran Li, Boyu Li, Dongbin Zhao
Cross-domain Random Pre-training with Prototypes for Reinforcement Learning. CoRR (2023)
Xin Liu, Yaran Chen, Dongbin Zhao
ComSD: Balancing Behavioral Quality and Diversity in Unsupervised Skill Discovery. CoRR (2023)
Haoran Li, Zicheng Duan, Jiaqi Li, Mingjun Ma, Yaran Chen, Dongbin Zhao
Neurons Perception Dataset for RoboMaster AI Challenge. IJCNN (2022)
Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao, Zhiquan Sun, C. L. Philip Chen
BNAS: Efficient Neural Architecture Search Using Broad Scalable Architecture. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Yaran Chen, Ruiyuan Gao, Fenggang Liu, Dongbin Zhao
ModuleNet: Knowledge-Inherited Neural Architecture Search. IEEE Trans. Cybern. 52 (11) (2022)
Yaran Chen, Haoran Li, Ruiyuan Gao, Dongbin Zhao
Boost 3-D Object Detection via Point Clouds Segmentation and Fused 3-D GIoU-L₁ Loss. IEEE Trans. Neural Networks Learn. Syst. 33 (2) (2022)
Haoran Li, Yaran Chen, Qichao Zhang, Dongbin Zhao
BiFNet: Bidirectional Fusion Network for Road Segmentation. IEEE Trans. Cybern. 52 (9) (2022)
Nannan Li, Yaran Chen, Weifan Li, Zixiang Ding, Dongbin Zhao
BViT: Broad Attention based Vision Transformer. CoRR (2022)
Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao
BNAS-v2: Memory-Efficient and Performance-Collapse-Prevented Broad Neural Architecture Search. IEEE Trans. Syst. Man Cybern. Syst. 52 (10) (2022)
Jiaqi Li, Haoran Li, Yaran Chen, Zixiang Ding, Nannan Li, Mingjun Ma, Zicheng Duan, Dongbin Zhao
ABCP: Automatic Block-wise and Channel-wise Network Pruning via Joint Search. CoRR (2021)
Haoran Li, Zicheng Duan, Mingjun Ma, Yaran Chen, Jiaqi Li, Dongbin Zhao
MVM3Det: A Novel Method for Multi-view Monocular 3D Detection. CoRR (2021)
Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao
Stacked BNAS: Rethinking Broad Convolutional Neural Network for Neural Architecture Search. CoRR (2021)
Yi Lu, Yaran Chen, Dongbin Zhao, Bao Liu, Zhichao Lai, Jianxin Chen
CNN-G: Convolutional Neural Network Combined With Graph for Image Segmentation With Theoretical Analysis. IEEE Trans. Cogn. Dev. Syst. 13 (3) (2021)
Zhisong Zhang, Yaran Chen, Haoran Li, Qichao Zhang
IA-CNN: A generalised interpretable convolutional neural network with attention mechanism. IJCNN (2021)
Yi Lu, Yaran Chen, Dongbin Zhao, Dong Li
MGRL: Graph neural network based inference in a Markov network with reinforcement learning for visual navigation. Neurocomputing 421 (2021)
Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao, C. L. Philip Chen
Efficient Neural Architecture Search: A Broad Version. CoRR (2020)
Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao
Faster Gradient-based NAS Pipeline Combining Broad Scalable Architecture with Confident Learning Rate. CoRR (2020)
Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao
Device Placement Optimization for Deep Neural Networks via One-shot Model and Reinforcement Learning. SSCI (2020)
Nannan Li, Yu Pan, Yaran Chen, Zixiang Ding, Dongbin Zhao, Zenglin Xu
Heuristic Rank Selection with Progressively Searching Tensor Ring Network. CoRR (2020)
Haoran Li, Qichao Zhang, Dongbin Zhao, Yaran Chen
RailNet: An Information Aggregation Network for Rail Track Segmentation. IJCNN (2020)
Haoran Li, Yaran Chen, Qichao Zhang, Dongbin Zhao
BiFNet: Bidirectional Fusion Network for Road Segmentation. CoRR (2020)
Nannan Li, Yaran Chen, Zixiang Ding, Dongbin Zhao
Shift-Invariant Convolutional Network Search. IJCNN (2020)
Yaran Chen, Ruiyuan Gao, Fenggang Liu, Dongbin Zhao
ModuleNet: Knowledge-inherited Neural Architecture Search. CoRR (2020)
Yi Lu, Yaran Chen, Dongbin Zhao, Jianxin Chen
Graph-FCN for image semantic segmentation. CoRR (2020)
Xiaodong Zhao, Yaran Chen, Jin Guo, Dongbin Zhao
A spatial-temporal attention model for human trajectory prediction. IEEE CAA J. Autom. Sinica 7 (4) (2020)
Junwen Chen, Yi Lu, Yaran Chen, Dongbin Zhao, Zhonghua Pang
ContourRend: A Segmentation Method for Improving Contours by Rendering. CoRR (2020)
Junwen Chen, Yi Lu, Yaran Chen, Dongbin Zhao, Zhonghua Pang
ContourRend: A Segmentation Method for Improving Contours by Rendering. ISNN (2020)
Junjie Wang, Qichao Zhang, Dongbin Zhao, Yaran Chen
Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints. IJCNN (2019)
Dong Li, Dongbin Zhao, Qichao Zhang, Yaran Chen
Reinforcement Learning and Deep Learning Based Lateral Control for Autonomous Driving [Application Notes]. IEEE Comput. Intell. Mag. 14 (2) (2019)
Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao
Simplified Space Based Neural Architecture Search. SSCI (2019)
Yi Lu, Yaran Chen, Dongbin Zhao, Jianxin Chen
Graph-FCN for Image Semantic Segmentation. ISNN (1) (2019)
Yaran Chen, Dongbin Zhao, Haoran Li
Deep Kalman Filter with Optical Flow for Multiple Object Tracking. SMC (2019)
Junjie Wang, Qichao Zhang, Dongbin Zhao, Yaran Chen
Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints. CoRR (2019)
Yaran Chen, Dongbin Zhao, Le Lv, Qichao Zhang
Multi-task learning for dangerous object detection in autonomous driving. Inf. Sci. 432 (2018)
Dong Li, Dongbin Zhao, Qichao Zhang, Yaran Chen
Reinforcement Learning and Deep Learning based Lateral Control for Autonomous Driving. CoRR (2018)
Yaran Chen, Dongbin Zhao, Haoran Li, Dong Li, Ping Guo
A temporal-based deep learning method for multiple objects detection in autonomous driving. IJCNN (2018)
Dong Li, Dongbin Zhao, Yaran Chen, Qichao Zhang
DeepSign: Deep Learning based Traffic Sign Recognition. IJCNN (2018)
Haoran Li, Dongbin Zhao, Yaran Chen, Qichao Zhang
An Efficient Network for Lane Segmentation. ICCSIP (1) (2018)
Dongbin Zhao, Yaran Chen, Le Lv
Deep Reinforcement Learning With Visual Attention for Vehicle Classification. IEEE Trans. Cogn. Dev. Syst. 9 (4) (2017)
Yaran Chen, Dongbin Zhao
Multi-task Learning with Cartesian Product-Based Multi-objective Combination for Dangerous Object Detection. ISNN (1) (2017)
Dongbin Zhao, Yuanheng Zhu, Le Lv, Yaran Chen, Qichao Zhang
Convolutional fitted Q iteration for vision-based control problems. IJCNN (2016)
Yaran Chen, Shu Lin, Gang Xiong, Qing-Jie Kong, Fenghua Zhu
A computational experiment method in ACP framework for complex urban traffic networks. ITSC (2014)
Yaran Chen, Xiwei Liu, Yuan Liu, Xiuqing Shang, Gang Xiong
An order schedule method in mass customization for cell phone. SOLI (2014)