Xinwei Shen

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Statistical Analyses

Weakly Supervised

Conditional Dependence

Kullback Leibler

Top Venues

J. Mach. Learn. Res.

ACL/IJCNLP (Findings)

Publications

Xinwei Shen, Nicolai Meinshausen
Distributional Principal Autoencoders. CoRR (2024)
Yue He, Pengfei Tian, Renzhe Xu, Xinwei Shen, Xingxuan Zhang, Peng Cui
Model-Agnostic Random Weighting for Out-of-Distribution Generalization. KDD (2024)
Xinwei Shen, Furui Liu, Hanze Dong, Qing Lian, Zhitang Chen, Tong Zhang
Weakly Supervised Disentangled Generative Causal Representation Learning. J. Mach. Learn. Res. 23 (2022)
Xinwei Shen, Shengyu Zhu, Jiji Zhang, Shoubo Hu, Zhitang Chen
Reframed GES with a neural conditional dependence measure. UAI (2022)
Xinwei Shen, Kani Chen, Tong Zhang
Asymptotic Statistical Analysis of f-divergence GAN. CoRR (2022)
Xinwei Shen, Shengyu Zhu, Jiji Zhang, Shoubo Hu, Zhitang Chen
Reframed GES with a Neural Conditional Dependence Measure. CoRR (2022)
Shizhe Diao, Xinwei Shen, Kashun Shum, Yan Song, Tong Zhang
TILGAN: Transformer-based Implicit Latent GAN for Diverse and Coherent Text Generation. ACL/IJCNLP (Findings) (2021)
Mengyue Yang, Furui Liu, Zhitang Chen, Xinwei Shen, Jianye Hao, Jun Wang
CausalVAE: Disentangled Representation Learning via Neural Structural Causal Models. CVPR (2021)
Xinwei Shen, Furui Liu, Hanze Dong, Qing Lian, Zhitang Chen, Tong Zhang
Disentangled Generative Causal Representation Learning. CoRR (2020)
Xinwei Shen, Tong Zhang, Kani Chen
Bidirectional Generative Modeling Using Adversarial Gradient Estimation. CoRR (2020)
Mengyue Yang, Furui Liu, Zhitang Chen, Xinwei Shen, Jianye Hao, Jun Wang
CausalVAE: Structured Causal Disentanglement in Variational Autoencoder. CoRR (2020)