| Hierarchical Semi-Implicit Variational Inference with Application to Diffusion Model Acceleration L Yu, T Xie, Y Zhu, T Yang, X Zhang, C Zhang Advances in Neural Information Processing Systems 36, 2023 | 6 | 2023 |
| ARTree: A Deep Autoregressive Model for Phylogenetic Inference T Xie, C Zhang Advances in Neural Information Processing Systems 36, 2023 | 5 | 2023 |
| Reflected Flow Matching T Xie, Y Zhu, L Yu, T Yang, Z Cheng, S Zhang, X Zhang, C Zhang International Conference on Machine Learning, 54614-54634, 2024 | 2 | 2024 |
| Variational Bayesian Phylogenetic Inference with Semi-implicit Branch Length Distributions T Xie, FA Matsen IV, MA Suchard, C Zhang arXiv preprint arXiv:2408.05058, 2024 | 1 | 2024 |
| Kernel Semi-Implicit Variational Inference Z Cheng, L Yu, T Xie, S Zhang, C Zhang International Conference on Machine Learning, 8248-8269, 2024 | 1 | 2024 |
| PhyloVAE: Unsupervised Learning of Phylogenetic Trees via Variational Autoencoders T Xie, H Richman, J Gao, FA Matsen IV, C Zhang arXiv preprint arXiv:2502.04730, 2025 | | 2025 |
| Provable Sample-Efficient Transfer Learning Conditional Diffusion Models via Representation Learning Z Cheng, T Xie, S Zhang, C Zhang arXiv preprint arXiv:2502.04491, 2025 | | 2025 |
| Improving tree probability estimation with stochastic optimization and variance reduction T Xie, M Yuan, M Deng, C Zhang Statistics and Computing 34 (6), 186, 2024 | | 2024 |
| Diffusion-PINN Sampler Z Shi, L Yu, T Xie, C Zhang arXiv preprint arXiv:2410.15336, 2024 | | 2024 |
Longlin YuPeking UniversityCorreu electrònic verificat a pku.edu.cn
