Shengyu Zhu

Associate Professor, ICT

Joined

November 2018

Names

Shengyu Zhu (Preferred)

Emails

****@huawei.com (Confirmed)

****@syr.edu (Confirmed)

****@outlook.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Associate Professor

ICT (ict.ac.cn)

2024 – Present

Principal Researcher

Huawei Noah's Ark Lab (huawei.com)

2017 – 2022

PhD student

Syracuse University (syr.edu)

2012 – 2017

Advisors, Relations & Conflicts

Coauthor

Jiji Zhang

2020 – 2023

Coauthor

Zhitang Chen

2017 – 2022

PhD Advisor

Biao Chen

2012 – 2017

Expertise

Causality

2019 – Present

Information theory

2012 – Present

Statistical Signal Processing

2012 – 2018

Publications

Causal Discovery by Kernel Deviance Measures with Heterogeneous Transforms
Tim Tse, Zhitang Chen, Shengyu Zhu, Yue Liu
- Published: 01 Jan 2024, Last Modified: 21 Feb 2024
- CoRR 2024
- Readers: Everyone
A Unified Framework for Layout Pattern Analysis With Deep Causal Estimation
Ran Chen, Shoubo Hu, Zhitang Chen, Shengyu Zhu, Bei Yu, Pengyun Li, Cheng Chen, Yu Huang, Jianye Hao
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2023
- Readers: Everyone
Conditional Counterfactual Causal Effect for Individual Attribution
Ruiqi Zhao, lei zhang, Shengyu Zhu, Zitong Lu, Zhenhua Dong, Chaoliang Zhang, Jun Xu, Zhi Geng, Yangbo He
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Provably Invariant Learning without Domain Information
Xiaoyu Tan, LIN Yong, Shengyu Zhu, Chao Qu, Xihe Qiu, Xu Yinghui, Peng Cui, Yuan Qi
- ICML 2023 Poster
- Readers: Everyone
GFlowCausal: Generative Flow Networks for Causal Discovery
Wenqian Li, Yinchuan Li, Shengyu Zhu, yunfeng shao, Jianye HAO, Yan Pang
- 18 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Para-CFlows: $C^k$-universal diffeomorphism approximators as superior neural surrogates
Junlong Lyu, Zhitang Chen, Chang Feng, Wenjing Cun, Shengyu Zhu, Yanhui Geng, ZHIJIE XU, Chen Yongwei
- Published: 31 Oct 2022, Last Modified: 11 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
ZIN: When and How to Learn Invariance Without Environment Partition?
LIN Yong, Shengyu Zhu, Lu Tan, Peng Cui
- Published: 31 Oct 2022, Last Modified: 13 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Reframed GES with a Neural Conditional Dependence Measure
Xinwei Shen, Shengyu Zhu, Jiji Zhang, Shoubo Hu, Zhitang Chen
- Published: 20 May 2022, Last Modified: 12 Oct 2025
- UAI 2022 Poster
- Readers: Everyone
A local method for identifying causal relations under Markov equivalence
Zhuangyan Fang, Yue Liu, Zhi Geng, Shengyu Zhu, Yangbo He
- 2022 (modified: 10 Jun 2022)
- Artif. Intell. 2022
- Readers: Everyone
ZIN: When and How to Learn Invariance by Environment Inference?
Yong Lin, Shengyu Zhu, Peng Cui
- 2022 (modified: 10 Jun 2022)
- CoRR 2022
- Readers: Everyone

View all 49 publications

Co-Authors

View all 69 co-authors