Personal information

Hong Kong SAR China

Activities

Employment (1)

ETH Zurich: Zurich, CH

Employment
Source: Self-asserted source
Xinwei Shen

Education and qualifications (1)

Hong Kong University of Science and Technology: Hong Kong, HK

Education
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Hong Kong University of Science and Technology

Works (11)

Invariant Probabilistic Prediction

2024-11-18 | Other
Contributors: Alexander Henzi; Xinwei Shen; Michael Law; Peter Bühlmann
Source: check_circle
Crossref

Engression: Extrapolation through the Lens of Distributional Regression

2024-11-01 | Other
Contributors: Xinwei Shen; Nicolai Meinshausen
Source: check_circle
Crossref

Model-Agnostic Random Weighting for Out-of-Distribution Generalization

2024-08-25 | Conference paper
Contributors: Yue He; Pengfei Tian; Renzhe Xu; Xinwei Shen; Xingxuan Zhang; Peng Cui
Source: check_circle
Crossref

Engression: Extrapolation for Nonlinear Regression?

CoRR
2023 | Journal article
Contributors: Xinwei Shen and Nicolai Meinshausen
Source: Self-asserted source
Xinwei Shen

Phytodiversity is associated with habitat heterogeneity from Eurasia to the Hengduan Mountains

New Phytologist
2023-11 | Journal article
Contributors: Yaquan Chang; Katrina Gelwick; Sean D. Willett; Xinwei Shen; Camille Albouy; Ao Luo; Zhiheng Wang; Niklaus E. Zimmermann; Loïc Pellissier
Source: check_circle
Crossref

CausalVAE: Disentangled Representation Learning via Neural Structural Causal Models

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2021 | Conference paper
Source: Self-asserted source
Xinwei Shen

Surprise sampling: Improving and extending the local case-control sampling

Electronic Journal of Statistics
2021 | Journal article
Source: Self-asserted source
Xinwei Shen

TILGAN: Transformer-based Implicit Latent GAN for Diverse and Coherent Text Generation

Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021
2021 | Conference paper
Source: Self-asserted source
Xinwei Shen

Bidirectional Generative Modeling Using Adversarial Gradient Estimation

CoRR
2020 | Journal article
URI:

https://arxiv.org/abs/2002.09161

Source: Self-asserted source
Xinwei Shen

Disentangled Generative Causal Representation Learning

CoRR
2020 | Journal article
URI:

https://arxiv.org/abs/2010.02637

Source: Self-asserted source
Xinwei Shen

In vivo single-cell lineage tracing in zebrafish using high-resolution infrared laser-mediated gene induction microscopy

Elife
2020 | Journal article
Source: Self-asserted source
Xinwei Shen

Peer review (1 review for 1 publication/grant)

Review activity for Machine learning. (1)