| 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 | 257* | 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 | 98* | 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 | 20 | 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 | 18 | 2021 |
| 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 | 11 | 2022 |
| Engression: Extrapolation for nonlinear regression? X Shen, N Meinshausen arXiv preprint arXiv:2307.00835, 2023 | 8 | 2023 |
| Bidirectional generative modeling using adversarial gradient estimation X Shen, T Zhang, K Chen arXiv preprint arXiv:2002.09161, 2020 | 7 | 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 |
| 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 | 4 | 2023 |
| Causality-oriented robustness: exploiting general additive interventions X Shen, P Bühlmann, A Taeb arXiv preprint arXiv:2307.10299, 2023 | 2 | 2023 |
| 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 | 2 | 2022 |
| 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 | 2 | 2021 |
| Invariant probabilistic prediction A Henzi, X Shen, M Law, P Bühlmann arXiv preprint arXiv:2309.10083, 2023 | 1 | 2023 |
| Asymptotic Statistical Analysis of -divergence GAN X Shen, K Chen, T Zhang arXiv preprint arXiv:2209.06853, 2022 | 1 | 2022 |
| Distributional Principal Autoencoders X Shen, N Meinshausen arXiv preprint arXiv:2404.13649, 2024 | | 2024 |
| Machine Learning for Multivariate Downscaling: A Generative Model Inspired by Forecast Evaluation M Schillinger, X Shen, M Samarin, N Meinshausen EGU24, 2024 | | 2024 |
