| 2026 | ACL | ProUIE: A Macro-to-Micro Progressive Learning Method for LLM-based Universal Information Extraction. | Wenda Liu, Zhigang Song, Shuai Nie, Guangyao Liu, Lisung Chen, Binyu Yang, Yaran Chen, Peng Zhou, Hongzhen Wang, Yuchen Liu, Wenyue Hu, Jiaming Xu, Runyu Shi, Ying Huang |
| 2025 | ICLR | Unsupervised Zero-Shot Reinforcement Learning via Dual-Value Forward-Backward Representation. | Jingbo Sun, Songjun Tu, Qichao Zhang, Haoran Li, Xin Liu, Yaran Chen, Ke Chen, Dongbin Zhao |
| 2025 | ICRA | GAPartManip: A Large-Scale Part-Centric Dataset for Material-Agnostic Articulated Object Manipulation. | Wenbo Cui, Chengyang Zhao, Songlin Wei, Jiazhao Zhang, Haoran Geng, Yaran Chen, Haoran Li, He Wang |
| 2025 | ICRA | Sample-Efficient Unsupervised Policy Cloning from Ensemble Self-Supervised Labeled Videos. | Xin Liu, Yaran Chen, Haoran Li |
| 2025 | IROS | Advancing Object-Goal Navigation through LLM-enhanced Object Affinities Transfer. | Mengying Lin, Shugao Liu, Dingxi Zhang, Yaran Chen, Zhaoran Wang, Haoran Li, Dongbin Zhao |
| 2025 | ICRA | Robotic Sim-to-Real Transfer for Long-Horizon Pick-and-Place Tasks in the Robotic Sim2Real Competition. | Ming Yang, Hongyu Cao, Lixuan Zhao, Chenrui Zhang, Yaran Chen |
| 2024 | IJCNN | ATV3D: 3D Object Detection from Attention-based Three-view Representation. | Yu Han, Yaran Chen, Haoran Li, Yunzhen Zhao, Zhe Zhao, Pengfei Hu |
| 2023 | IJCNN | Dense Attention: A Densely Connected Attention Mechanism for Vision Transformer. | Nannan Li, Yaran Chen, Dongbin Zhao |
| 2022 | IJCNN | Neurons Perception Dataset for RoboMaster AI Challenge. | Haoran Li, Zicheng Duan, Jiaqi Li, Mingjun Ma, Yaran Chen, Dongbin Zhao |
| 2021 | IJCNN | IA-CNN: A generalised interpretable convolutional neural network with attention mechanism. | Zhisong Zhang, Yaran Chen, Haoran Li, Qichao Zhang |
| 2020 | IJCNN | Shift-Invariant Convolutional Network Search. | Nannan Li, Yaran Chen, Zixiang Ding, Dongbin Zhao |
| 2020 | IJCNN | RailNet: An Information Aggregation Network for Rail Track Segmentation. | Haoran Li, Qichao Zhang, Dongbin Zhao, Yaran Chen |
| 2020 | ISNN | ContourRend: A Segmentation Method for Improving Contours by Rendering. | Junwen Chen, Yi Lu, Yaran Chen, Dongbin Zhao, Zhonghua Pang |
| 2019 | IJCNN | Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints. | Junjie Wang, Qichao Zhang, Dongbin Zhao, Yaran Chen |
| 2019 | ISNN | Graph-FCN for Image Semantic Segmentation. | Yi Lu, Yaran Chen, Dongbin Zhao, Jianxin Chen |
| 2019 | SMC | Deep Kalman Filter with Optical Flow for Multiple Object Tracking. | Yaran Chen, Dongbin Zhao, Haoran Li |
| 2018 | IJCNN | A temporal-based deep learning method for multiple objects detection in autonomous driving. | Yaran Chen, Dongbin Zhao, Haoran Li, Dong Li, Ping Guo |
| 2018 | IJCNN | DeepSign: Deep Learning based Traffic Sign Recognition. | Dong Li, Dongbin Zhao, Yaran Chen, Qichao Zhang |
| 2017 | ISNN | Multi-task Learning with Cartesian Product-Based Multi-objective Combination for Dangerous Object Detection. | Yaran Chen, Dongbin Zhao |
| 2016 | IJCNN | Convolutional fitted Q iteration for vision-based control problems. | Dongbin Zhao, Yuanheng Zhu, Le Lv, Yaran Chen, Qichao Zhang |