Zhiyi Huang

Researcher, Alibaba Group

Joined

September 2021

Names

Zhiyi Huang (Preferred)

Emails

****@gmail.com (Confirmed)

****@mail2.gdut.edu.cn (Confirmed)

Personal Links

Career & Education History

Researcher

Alibaba Group (alibaba-inc.com)

2024 – Present

MS student

Guangdong University of Technology (gdut.edu.cn)

2021 – 2024

Intern

Alibaba Group (alibaba-inc.com)

2023 – 2023

Advisors, Relations & Conflicts

Advisor

Ruichu Cai

2021 – 2024

Expertise

Causal Inference

2022 – Present

Causal Discovery

2021 – Present

Publications

Higher Order Cumulants-Based Method for Direct and Efficient Causal Discovery
Wei Chen, Linjun Peng, Zhiyi Huang, Ruichu Cai, Zhifeng Hao, Kun Zhang
- IEEE Transactions on Neural Networks and Learning Systems
- Readers: Everyone
Identification of Causal Relationships in Linear Cyclic Models with Latent Variables
Wei Chen, Ting Yan, Linjun Peng, Zhiyi Huang, Ruichu Cai, Kun Zhang
- Submitted to ICLR 2026
- Readers: Everyone
Individual Causal Structure Learning from Population Data
Wei Chen, Xiaokai Huang, Zijian Li, Ruichu Cai, Zhiyi Huang, Zhifeng Hao
- IJCAI 2024
- Readers: Everyone
Identification of Causal Structure with Latent Variables Based on Higher Order Cumulants
Wei Chen, Zhiyi Huang, Ruichu Cai, Zhifeng Hao, Kun Zhang
- Published: 01 Jan 2024, Last Modified: 29 Mar 2024
- AAAI 2024
- Readers: Everyone
Multi-Scenario Pricing for Hotel Revenue Management
Wendong Xiao, Shuqi Zhang, Zhiyi Huang, Yao Yu
- TheWebConf24 Oral
- Readers: Everyone
Causal Discovery with Latent Confounders Based on Higher-Order Cumulants
Ruichu Cai, Zhiyi Huang, Wei Chen, Zhifeng Hao, Kun Zhang
- ICML 2023 Poster
- Readers: Everyone
Causal Alignment Based Fault Root Causes Localization for Wireless Network
Yuequn Liu, Wenhui Zhu, Jie Qiao, Zhiyi Huang, Yu Xiang, Xuanzhi Chen, Wei Chen, Ruichu Cai
- 2022 (modified: 26 Sept 2022)
- ICASSP 2022
- Readers: Everyone

Zhiyi Huang

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Higher Order Cumulants-Based Method for Direct and Efficient Causal Discovery

Identification of Causal Relationships in Linear Cyclic Models with Latent Variables

Individual Causal Structure Learning from Population Data

Identification of Causal Structure with Latent Variables Based on Higher Order Cumulants

Multi-Scenario Pricing for Hotel Revenue Management

Causal Discovery with Latent Confounders Based on Higher-Order Cumulants

Causal Alignment Based Fault Root Causes Localization for Wireless Network

Co-Authors