Shoubo Hu

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 16

Top Topics

Conditional Dependence

Causal Inference

Top Venues

Publications

Ran Chen, Shoubo Hu, Zhitang Chen, Shengyu Zhu, Bei Yu, Pengyun Li, Cheng Chen, Yu Huang, Jianye Hao
A Unified Framework for Layout Pattern Analysis With Deep Causal Estimation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (4) (2023)
Wenlong Lyu, Shoubo Hu, Jie Chuai, Zhitang Chen
Efficient Bayesian Optimization with Deep Kernel Learning and Transformer Pre-trained on Multiple Heterogeneous Datasets. CoRR (2023)
Ziyang Yu, Chen Bail, Shoubo Hu, Ran Chen, Taohai He, Mingxuan Yuan, Bei Yu, Martin D. F. Wong
IT-DSE: Invariance Risk Minimized Transfer Microarchitecture Design Space Exploration. ICCAD (2023)
Xinwei Shen, Shengyu Zhu, Jiji Zhang, Shoubo Hu, Zhitang Chen
Reframed GES with a neural conditional dependence measure. UAI (2022)
Xinwei Shen, Shengyu Zhu, Jiji Zhang, Shoubo Hu, Zhitang Chen
Reframed GES with a Neural Conditional Dependence Measure. CoRR (2022)
Xiaopeng Zhang, Shoubo Hu, Zhitang Chen, Shengyu Zhu, Evangeline F. Y. Young, Pengyun Li, Cheng Chen, Yu Huang, Jianye Hao
RCANet: Root Cause Analysis via Latent Variable Interaction Modeling for Yield Improvement. ITC (2022)
Ran Chen, Shoubo Hu, Zhitang Chen, Shengyu Zhu, Bei Yu, Pengyun Li, Cheng Chen, Yu Huang, Jianye Hao
A Unified Framework for Layout Pattern Analysis with Deep Causal Estimation. ICCAD (2021)
Yunqi Wang, Furui Liu, Zhitang Chen, Qing Lian, Shoubo Hu, Jianye Hao, Yik-Chung Wu
Contrastive ACE: Domain Generalization Through Alignment of Causal Mechanisms. CoRR (2021)
Vahid Partovi Nia, Xinlin Li, Masoud Asgharian, Shoubo Hu, Zhitang Chen, Yanhui Geng
Clustering Causal Additive Noise Models. CoRR (2020)
Shoubo Hu, Kun Zhang, Zhitang Chen, Laiwan Chan
Domain Generalization via Multidomain Discriminant Analysis. CoRR (2019)
Shoubo Hu, Bogdan Cautis, Zhitang Chen, Laiwan Chan, Yanhui Geng, Xiuqiang He
Model-free inference of diffusion networks using RKHS embeddings. Data Min. Knowl. Discov. 33 (2) (2019)
Shoubo Hu, Kun Zhang, Zhitang Chen, Laiwan Chan
Domain Generalization via Multidomain Discriminant Analysis. UAI (2019)
Shoubo Hu, Zhitang Chen, Laiwan Chan
A Kernel Embedding-based Approach for Nonstationary Causal Model Inference. CoRR (2018)
Shoubo Hu, Zhitang Chen, Laiwan Chan
A Kernel Embedding-Based Approach for Nonstationary Causal Model Inference. Neural Comput. 30 (5) (2018)
Shoubo Hu, Zhitang Chen, Vahid Partovi Nia, Laiwan Chan, Yanhui Geng
Causal Inference and Mechanism Clustering of a Mixture of Additive Noise Models. CoRR (2018)
Shoubo Hu, Zhitang Chen, Vahid Partovi Nia, Lai-Wan Chan, Yanhui Geng
Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models. NeurIPS (2018)