Xinwei Shen

According to our database, Xinwei Shen authored at least 12 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Distributional Principal Autoencoders.

Xinwei Shen, Nicolai Meinshausen

CoRR, 2024

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

Yue He, Pengfei Tian, Renzhe Xu, Xinwei Shen, Xingxuan Zhang, Peng Cui

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Engression: Extrapolation for Nonlinear Regression?

Xinwei Shen, Nicolai Meinshausen

CoRR, 2023

Covariate-Shift Generalization via Random Sample Weighting.

Yue He, Xinwei Shen, Renzhe Xu, Tong Zhang, Yong Jiang, Wenchao Zou, Peng Cui

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Weakly Supervised Disentangled Generative Causal Representation Learning.

Xinwei Shen, Furui Liu, Hanze Dong, Qing Lian, Zhitang Chen, Tong Zhang

J. Mach. Learn. Res., 2022

Asymptotic Statistical Analysis of f-divergence GAN.

Xinwei Shen, Kani Chen, Tong Zhang

CoRR, 2022

Reframed GES with a neural conditional dependence measure.

Xinwei Shen, Shengyu Zhu, Jiji Zhang, Shoubo Hu, Zhitang Chen

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

CausalVAE: Disentangled Representation Learning via Neural Structural Causal Models.

Mengyue Yang, Furui Liu, Zhitang Chen, Xinwei Shen, Jianye Hao, Jun Wang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

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

Shizhe Diao, Xinwei Shen, Kashun Shum, Yan Song, Tong Zhang

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Disentangled Generative Causal Representation Learning.

Xinwei Shen, Furui Liu, Hanze Dong, Qing Lian, Zhitang Chen, Tong Zhang

CoRR, 2020

CausalVAE: Structured Causal Disentanglement in Variational Autoencoder.

Mengyue Yang, Furui Liu, Zhitang Chen, Xinwei Shen, Jianye Hao, Jun Wang

CoRR, 2020

Bidirectional Generative Modeling Using Adversarial Gradient Estimation.

Xinwei Shen, Tong Zhang, Kani Chen

CoRR, 2020