| 2025 | ICML | VIP: Vision Instructed Pre-training for Robotic Manipulation. | Zhuoling Li, Liangliang Ren, Jinrong Yang, Yong Zhao, Xiaoyang Wu, Zhenhua Xu, Xiang Bai, Hengshuang Zhao |
| 2024 | ICRA | EfficientDPS: Efficient and End-to-End Depth-aware Panoptic Segmentation. | Shengkai Wu, Liangliang Ren, Linfeng Gao, Yupeng Li, Wen-Yu Liu |
| 2021 | ICCV | Personalized Trajectory Prediction via Distribution Discrimination. | Guangyi Chen, Junlong Li, Nuoxing Zhou, Liangliang Ren, Jiwen Lu |
| 2020 | ECCV | Spatial Geometric Reasoning for Room Layout Estimation via Deep Reinforcement Learning. | Liangliang Ren, Yangyang Song, Jiwen Lu, Jie Zhou |
| 2019 | CVPR | Enhanced Bayesian Compression via Deep Reinforcement Learning. | Xin Yuan, Liangliang Ren, Jiwen Lu, Jie Zhou |
| 2019 | ICCV | Self-Critical Attention Learning for Person Re-Identification. | Guangyi Chen, Chunze Lin, Liangliang Ren, Jiwen Lu, Jie Zhou |
| 2018 | ECCV | Collaborative Deep Reinforcement Learning for Multi-object Tracking. | Liangliang Ren, Jiwen Lu, Zifeng Wang, Qi Tian, Jie Zhou |
| 2018 | ECCV | Deep Reinforcement Learning with Iterative Shift for Visual Tracking. | Liangliang Ren, Xin Yuan, Jiwen Lu, Ming Yang, Jie Zhou |
| 2018 | ECCV | Relaxation-Free Deep Hashing via Policy Gradient. | Xin Yuan, Liangliang Ren, Jiwen Lu, Jie Zhou |
| 2017 | CVPR | Consistent-Aware Deep Learning for Person Re-identification in a Camera Network. | Ji Lin, Liangliang Ren, Jiwen Lu, Jianjiang Feng, Jie Zhou |