| Balanced Meta-Softmax for Long-Tailed Visual Recognition J Ren, C Yu, S Sheng, X Ma, H Zhao, S Yi, H Li Neural Information Processing Systems (NeurIPS), 2020 | 658 | 2020 |
| Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction C Yu, X Ma, J Ren, H Zhao, S Yi European Conference on Computer Vision (ECCV), 2020 | 597 | 2020 |
| Dreamgaussian: Generative gaussian splatting for efficient 3d content creation J Tang, J Ren, H Zhou, Z Liu, G Zeng arXiv preprint arXiv:2309.16653, 2023 | 555 | 2023 |
| OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation T Wu, J Zhang, X Fu, Y Wang, J Ren, L Pan, W Wu, L Yang, J Wang, ... IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023 | 191 | 2023 |
| Balanced MSE for Imbalanced Visual Regression J Ren, M Zhang, C Yu, Z Liu IEEE Conference on Computer Vision and Pattern Recognition (CVPR): Oral, 2022 | 156 | 2022 |
| Lasermix for semi-supervised lidar semantic segmentation L Kong, J Ren, L Pan, Z Liu IEEE Conference on Computer Vision and Pattern Recognition (CVPR): Highlight, 2023 | 117 | 2023 |
| Robo3d: Towards robust and reliable 3d perception against corruptions L Kong, Y Liu, X Li, R Chen, W Zhang, J Ren, L Pan, K Chen, Z Liu Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 111 | 2023 |
| Benchmarking and Analyzing Point Cloud Classification under Corruptions J Ren, L Pan, Z Liu International Conference on Machine Learning (ICML), 2022 | 99 | 2022 |
| Dreamgaussian4d: Generative 4d gaussian splatting J Ren, L Pan, J Tang, C Zhang, A Cao, G Zeng, Z Liu arXiv preprint arXiv:2312.17142, 2023 | 98 | 2023 |
| Sparse Mixture-of-Experts are Domain Generalizable Learners B Li, Y Shen, J Yang, Y Wang, J Ren, T Che, J Zhang, Z Liu International Conference on Learning Representations (ICLR): Oral, 2023 | 72 | 2023 |
| Gentron: Diffusion transformers for image and video generation S Chen, M Xu, J Ren, Y Cong, S He, Y Xie, A Sinha, P Luo, T Xiang, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 62 | 2024 |
| Flatten: optical flow-guided attention for consistent text-to-video editing Y Cong, M Xu, C Simon, S Chen, J Ren, Y Xie, JM Perez-Rua, ... arXiv preprint arXiv:2310.05922, 2023 | 60 | 2023 |
| Playing for 3d human recovery Z Cai, M Zhang, J Ren, C Wei, D Ren, Z Lin, H Zhao, L Yang, CC Loy, ... IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024 | 58 | 2024 |
| Robobev: Towards robust bird's eye view perception under corruptions S Xie, L Kong, W Zhang, J Ren, L Pan, K Chen, Z Liu arXiv preprint arXiv:2304.06719, 2023 | 42 | 2023 |
| Finemogen: Fine-grained spatio-temporal motion generation and editing M Zhang, H Li, Z Cai, J Ren, L Yang, Z Liu Advances in Neural Information Processing Systems 36, 13981-13992, 2023 | 41 | 2023 |
| Multi-modal data-efficient 3d scene understanding for autonomous driving L Kong, X Xu, J Ren, W Zhang, L Pan, K Chen, WT Ooi, Z Liu IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025 | 28 | 2025 |
| L4gm: Large 4d gaussian reconstruction model J Ren, C Xie, A Mirzaei, K Kreis, Z Liu, A Torralba, S Fidler, SW Kim, ... Advances in Neural Information Processing Systems 37, 56828-56858, 2024 | 23 | 2024 |
| Insactor: Instruction-driven physics-based characters J Ren, M Zhang, C Yu, X Ma, L Pan, Z Liu Advances in Neural Information Processing Systems 36, 59911-59923, 2023 | 17 | 2023 |
| DiffMimic: Efficient Motion Mimicking with Differentiable Physics J Ren, C Yu, S Chen, X Ma, L Pan, Z Liu International Conference on Learning Representations (ICLR), 2023 | 16 | 2023 |
| REFINE: Prediction Fusion Network for Panoptic Segmentation J Ren, C Yu, Z Cai, M Zhang, C Chen, H Zhao, S Yi, H Li AAAI Conference on Artificial Intelligence (AAAI), 2021 | 12 | 2021 |
Ziwei LiuAssociate Professor, Nanyang Technological UniversityVerified email at ntu.edu.sg