Causalvae: Disentangled representation learning via neural structural causal models M Yang, F Liu, Z Chen, X Shen, J Hao, J Wang
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
356 * 2021 Weakly supervised disentangled generative causal representation learning X Shen, F Liu, H Dong, Q Lian, Z Chen, T Zhang
Journal of Machine Learning Research 23 (241), 1-55, 2022
127 * 2022 In vivo single-cell lineage tracing in zebrafish using high-resolution infrared laser-mediated gene induction microscopy S He, Y Tian, S Feng, Y Wu, X Shen, K Chen, Y He, Q Sun, X Li, J Xu, ...
Elife 9, e52024, 2020
29 2020 TILGAN: Transformer-based Implicit Latent GAN for Diverse and Coherent Text Generation S Diao, X Shen, KS Shum, Y Song, T Zhang
Findings of the Association for Computational Linguistics: ACL/IJCNLP, 4844-4858, 2021
26 2021 Engression: extrapolation through the lens of distributional regression X Shen, N Meinshausen
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2024
16 2024 Phytodiversity is associated with habitat heterogeneity from Eurasia to the Hengduan Mountains Y Chang, K Gelwick, SD Willett, X Shen, C Albouy, A Luo, Z Wang, ...
New Phytologist 240 (4), 1647-1658, 2023
15 2023 Causality-oriented robustness: exploiting general additive interventions X Shen, P Bühlmann, A Taeb
arXiv preprint arXiv:2307.10299, 2023
13 2023 To ArXiv or not to ArXiv: a study quantifying pros and cons of posting preprints online C Rastogi, I Stelmakh, X Shen, M Meila, F Echenique, S Chawla, ...
arXiv preprint arXiv:2203.17259, 2022
13 2022 Bidirectional generative modeling using adversarial gradient estimation X Shen, T Zhang, K Chen
arXiv preprint arXiv:2002.09161, 2020
10 2020 Covariate-shift generalization via random sample weighting Y He, X Shen, R Xu, T Zhang, Y Jiang, W Zou, P Cui
Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 11828 …, 2023
6 2023 Surprise sampling: Improving and extending the local case-control sampling X Shen, K Chen, W Yu
Electronic Journal of Statistics 15 (1), 2454-2482, 2021
5 2021 Reframed GES with a neural conditional dependence measure X Shen, S Zhu, J Zhang, S Hu, Z Chen
Uncertainty in Artificial Intelligence, 1782-1791, 2022
3 2022 Invariant probabilistic prediction A Henzi, X Shen, M Law, P Bühlmann
Biometrika, asae063, 2024
2 2024 Model-Agnostic Random Weighting for Out-of-Distribution Generalization Y He, P Tian, R Xu, X Shen, X Zhang, P Cui
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024
1 2024 Distributional principal autoencoders X Shen, N Meinshausen
arXiv preprint arXiv:2404.13649, 2024
1 2024 Asymptotic Statistical Analysis of X Shen, K Chen, T Zhang
arXiv preprint arXiv:2209.06853, 2022
1 2022 Reverse Markov Learning: Multi-Step Generative Models for Complex Distributions X Shen, N Meinshausen, T Zhang
arXiv preprint arXiv:2502.13747, 2025
2025 Distributional Instrumental Variable Method A Holovchak, S Saengkyongam, N Meinshausen, X Shen
arXiv preprint arXiv:2502.07641, 2025
2025 Machine Learning for Multivariate Downscaling: A Generative Model Inspired by Forecast Evaluation M Schillinger, X Shen, M Samarin, N Meinshausen
EGU General Assembly Conference Abstracts, 8464, 2024
2024