| 2024 | CVPR | On the Road to Portability: Compressing End-to-End Motion Planner for Autonomous Driving. | Kaituo Feng, Changsheng Li, Dongchun Ren, Ye Yuan, Guoren Wang |
| 2024 | IROS | FDNet: Feature Decoupling Framework for Trajectory Prediction. | Yuhang Li, Changsheng Li, Baoyu Fan, Rongqing Li, Ziyue Zhang, Dongchun Ren, Ye Yuan, Guoren Wang |
| 2023 | ICRA | GANet: Goal Area Network for Motion Forecasting. | Mingkun Wang, Xinge Zhu, Changqian Yu, Wei Li, Yuexin Ma, Ruochun Jin, Xiaoguang Ren, Dongchun Ren, Mingxu Wang, Wenjing Yang |
| 2022 | CVPR | CORE: Consistent Representation Learning for Face Forgery Detection. | Yunsheng Ni, Depu Meng, Changqian Yu, Chengbin Quan, Dongchun Ren, Youjian Zhao |
| 2022 | IJCNN | Safety-based Reinforcement Learning Longitudinal Decision for Autonomous Driving in Crosswalk Scenarios. | Fangzhou Xiong, Dongchun Ren, Mingyu Fan, Shuguang Ding, Zhiyong Liu |
| 2021 | AAAI | Unsupervised Active Learning via Subspace Learning. | Changsheng Li, Kaihang Mao, Lingyan Liang, Dongchun Ren, Wei Zhang, Ye Yuan, Guoren Wang |
| 2021 | ICONIP | Robust Trajectory Prediction of Multiple Interacting Pedestrians via Incremental Active Learning. | Yi Xi, Dongchun Ren, Mingxia Li, Yuehai Chen, Mingyu Fan, Huaxia Xia |
| 2021 | ICRA | Star Topology based Interaction for Robust Trajectory Forecasting in Dynamic Scene. | Yanliang Zhu, Dongchun Ren, Deheng Qian, Mingyu Fan, Xin Li, Huaxia Xia |
| 2020 | ICONIP | Knowledge-Experience Graph with Denoising Autoencoder for Zero-Shot Learning in Visual Cognitive Development. | Xinyue Zhang, Xu Yang, Zhiyong Liu, Lu Zhang, Dongchun Ren, Mingyu Fan |
| 2020 | ICONIP | An Attention-Based Interaction-Aware Spatio-Temporal Graph Neural Network for Trajectory Prediction. | Hao Zhou, Dongchun Ren, Huaxia Xia, Mingyu Fan, Xu Yang, Hai Huang |
| 2019 | IROS | StarNet: Pedestrian Trajectory Prediction using Deep Neural Network in Star Topology. | Yanliang Zhu, Deheng Qian, Dongchun Ren, Huaxia Xia |