| Learning robust global representations by penalizing local predictive power H Wang, S Ge, Z Lipton, EP Xing Advances in Neural Information Processing Systems, 10506-10518, 2019 | 1431 | 2019 |
| Cosmos World Foundation Model Platform for Physical AI N Agarwal, A Ali, M Bala, Y Balaji, E Barker, T Cai, P Chattopadhyay, ... arXiv preprint arXiv:2501.03575, 2025 | 344 | 2025 |
| Preserve your own correlation: A noise prior for video diffusion models S Ge, S Nah, G Liu, T Poon, A Tao, B Catanzaro, D Jacobs, JB Huang, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 335 | 2023 |
| Long video generation with time-agnostic vqgan and time-sensitive transformer S Ge, T Hayes, H Yang, X Yin, G Pang, D Jacobs, JB Huang, D Parikh European Conference on Computer Vision, 102-118, 2022 | 322 | 2022 |
| Grounded text-to-image synthesis with attention refocusing Q Phung, S Ge, JB Huang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 164 | 2024 |
| Expressive text-to-image generation with rich text S Ge, T Park, JY Zhu, JB Huang Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 123 | 2023 |
| Hyperbolic contrastive learning for visual representations beyond objects S Ge, S Mishra, S Kornblith, CL Li, D Jacobs Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 100 | 2023 |
| CREATIVE SKETCH GENERATION S Ge, V Goswami, CL Zitnick, D Parikh arXiv preprint arXiv:2011.10039, 2020 | 99 | 2020 |
| Robust Contrastive Learning Using Negative Samples with Diminished Semantics S Ge, S Mishra, CL Li, H Wang, D Jacobs Advances in Neural Information Processing Systems 34, 2021 | 94 | 2021 |
| Personalizing Search Results Using Hierarchical RNN with Query-aware Attention S Ge, Z Dou, Z Jiang, JY Nie, JR Wen Proceedings of the 27th ACM International Conference on Information and …, 2018 | 83 | 2018 |
| On the Content Bias in Fréchet Video Distance S Ge, A Mahapatra, G Parmar, JY Zhu, JB Huang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 69 | 2024 |
| Mugen: A playground for video-audio-text multimodal understanding and generation T Hayes, S Zhang, X Yin, G Pang, S Sheng, H Yang, S Ge, Q Hu, D Parikh European Conference on Computer Vision, 431-449, 2022 | 40 | 2022 |
| Shift Invariance Can Reduce Adversarial Robustness V Singla, S Ge, B Ronen, D Jacobs Advances in Neural Information Processing Systems 34, 1858-1871, 2021 | 37* | 2021 |
| Supervised adversarial alignment of single-cell RNA-seq data S Ge, H Wang, A Alavi, E Xing, Z Bar-Joseph Journal of Computational Biology 28 (5), 501-513, 2021 | 35 | 2021 |
| Rethinking score distillation as a bridge between image distributions D McAllister, S Ge, JB Huang, D Jacobs, A Efros, A Holynski, A Kanazawa Advances in Neural Information Processing Systems 37, 33779-33804, 2024 | 29 | 2024 |
| Visual Conceptual Blending with Large-scale Language and Vision Models S Ge, D Parikh arXiv preprint arXiv:2106.14127, 2021 | 19 | 2021 |
| Developing Creative AI to Generate Sculptural Objects S Ge, A Dill, E Kang, CL Li, L Zhang, M Zaheer, B Poczos arXiv preprint arXiv:1908.07587, 2019 | 14* | 2019 |
| Flow Matching Policy Gradients D McAllister, S Ge, B Yi, CM Kim, E Weber, H Choi, H Feng, A Kanazawa arXiv preprint arXiv:2507.21053, 2025 | 13 | 2025 |
| A Comprehensive Study of Decoder-Only LLMs for Text-to-Image Generation AZ Wang, S Ge, T Karras, MY Liu, Y Balaji Proceedings of the Computer Vision and Pattern Recognition Conference, 28575 …, 2025 | 2 | 2025 |
| PAD3R: Pose-Aware Dynamic 3D Reconstruction from Casual Videos TH Liao, H Liu, Y Xu, S Ge, G Yang, JB Huang arXiv preprint arXiv:2509.25183, 2025 | 1 | 2025 |
Jia-Bin HuangCapital One Associate Professor at University of MarylandVerified email at umd.edu
