| Dreamvideo: Composing your dream videos with customized subject and motion Y Wei, S Zhang, Z Qing, H Yuan, Z Liu, Y Liu, Y Zhang, J Zhou, H Shan CVPR 2024, 2024 | 179 | 2024 |
| Cones: Concept neurons in diffusion models for customized generation Z Liu, R Feng, K Zhu, Y Zhang, K Zheng, Y Liu, D Zhao, J Zhou, Y Cao ICML 2023 Oral, 2023 | 164 | 2023 |
| DanceGRPO: Unleashing GRPO on Visual Generation Z Xue, J Wu, Y Gao, F Kong, L Zhu, M Chen, Z Liu, W Liu, Q Guo, ... arXiv preprint arXiv:2505.07818, 2025 | 134* | 2025 |
| Cones 2: Customizable image synthesis with multiple subjects Z Liu, Y Zhang, Y Shen, K Zheng, K Zhu, R Feng, Y Liu, D Zhao, J Zhou, ... NeurIPS 2023, 2023 | 113* | 2023 |
| InFusion: Inpainting 3d gaussians via learning depth completion from diffusion prior Z Liu, H Ouyang, Q Wang, KL Cheng, J Xiao, K Zhu, N Xue, Y Liu, Y Shen, ... arXiv preprint arXiv:2404.11613, 2024 | 54 | 2024 |
| Livephoto: Real image animation with text-guided motion control X Chen, Z Liu, M Chen, Y Feng, Y Liu, Y Shen, H Zhao ECCV 2024, 2024 | 52 | 2024 |
| The matrix: Infinite-horizon world generation with real-time moving control R Feng, H Zhang, Z Yang, J Xiao, Z Shu, Z Liu, A Zheng, Y Huang, Y Liu, ... NeurIPS 2025, 2024 | 43 | 2024 |
| Vivid: Video virtual try-on using diffusion models Z Fang, W Zhai, A Su, H Song, K Zhu, M Wang, Y Chen, Z Liu, Y Cao, ... arXiv preprint arXiv:2405.11794, 2024 | 38 | 2024 |
| Anidoc: Animation creation made easier Y Meng, H Ouyang, H Wang, Q Wang, W Wang, KL Cheng, Z Liu, Y Shen, ... CVPR 2025, 2024 | 25 | 2024 |
| Depthlab: From partial to complete Z Liu, KL Cheng, Q Wang, S Wang, H Ouyang, B Tan, K Zhu, Y Shen, ... arXiv preprint arXiv:2412.18153, 2024 | 22 | 2024 |
| Magicquill: An intelligent interactive image editing system Z Liu, Y Yu, H Ouyang, Q Wang, KL Cheng, W Wang, Z Liu, Q Chen, ... CVPR 2025, 2024 | 22 | 2024 |
| Dreamclean: Restoring clean image using deep diffusion prior J Xiao, R Feng, H Zhang, Z Liu, Z Yang, Y Zhu, X Fu, K Zhu, Y Liu, ZJ Zha ICLR 2024, 2024 | 19 | 2024 |
| MangaNinja: Line Art Colorization with Precise Reference Following Z Liu, KL Cheng, X Chen, J Xiao, H Ouyang, K Zhu, Y Liu, Y Shen, ... CVPR 2025 Highlight, 2025 | 16 | 2025 |
| CCM: Real-time controllable visual content creation using text-to-image consistency models J Xiao, K Zhu, H Zhang, Z Liu, Y Shen, Z Yang, R Feng, Y Liu, X Fu, ... ICML 2024, 2024 | 16* | 2024 |
| Scaling Law for Quantization-Aware Training M Chen, C Zhang, J Liu, Y Zeng, Z Xue, Z Liu, Y Li, J Ma, J Huang, X Zhou, ... arXiv preprint arXiv:2505.14302, 2025 | 8 | 2025 |
| Hypercorrelation evolution for video class-incremental learning S Liang, K Zhu, W Zhai, Z Liu, Y Cao AAAI 2024, 2024 | 5 | 2024 |
| WorldWeaver: Generating Long-Horizon Video Worlds via Rich Perception Z Liu, X Deng, S Chen, A Wang, Q Guo, M Han, Z Xue, M Chen, P Luo, ... NeurIPS 2025, 2025 | 4 | 2025 |
| Panoramic Video Generation with Pretrained Diffusion Models Z Fang, K Zhu, Z Liu, Y Liu, W Zhai, Y Cao, ZJ Zha NeurIPS 2025, 2025 | 2 | 2025 |
| From Denoising to Refining: A Corrective Framework for Vision-Language Diffusion Model Y Ji, T Wang, Y Ge, Z Liu, S Yang, Y Shan, P Luo arXiv preprint arXiv:2510.19871, 2025 | 1 | 2025 |
| HiStream: Efficient High-Resolution Video Generation via Redundancy-Eliminated Streaming H Qiu, S Liu, Z Zhou, Z An, W Ren, Z Liu, J Schult, S He, S Chen, Y Cong, ... arXiv preprint arXiv:2512.21338, 2025 | | 2025 |
Kai ZhuUniversity of Science and Technology of ChinaVerified email at mail.ustc.edu.cn
