CUFinder

Biwei Huang

Biwei Huang

Carnegie Mellon University

H-index: 20

North America-United States

Contact Biwei Huang

About Biwei Huang

Biwei Huang, With an exceptional h-index of 20 and a recent h-index of 20 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Causality, Machine Learning, Computational Neuroscience.

His recent articles reflect a diverse array of research interests and contributions to the field:

ACAMDA: Improving Data Efficiency in Reinforcement Learning Through Guided Counterfactual Data Augmentation

Causal-learn: Causal discovery in python

Identifiable Latent Neural Causal Models

Causal Discovery with Mixed Linear and Nonlinear Additive Noise Models: A Scalable Approach

Structure learning with continuous optimization: A sober look and beyond

Federated Causal Discovery from Heterogeneous Data

Interpretable reward redistribution in reinforcement learning: A causal approach

Generator Identification for Linear SDEs with Additive and Multiplicative Noise

Biwei Huang Information

University

Position

___

Citations(all)

1220

Citations(since 2020)

1175

Cited By

245

hIndex(all)

20

hIndex(since 2020)

20

i10Index(all)

25

i10Index(since 2020)

23

Email

University Profile Page

Google Scholar

Biwei Huang Skills & Research Interests

Causality

Machine Learning

Computational Neuroscience

Top articles of Biwei Huang

ACAMDA: Improving Data Efficiency in Reinforcement Learning Through Guided Counterfactual Data Augmentation

2024

Erli Wang
Erli Wang

H-Index: 2

Biwei Huang
Biwei Huang

H-Index: 10

Chaochao Lu
Chaochao Lu

H-Index: 5

Lu Feng
Lu Feng

H-Index: 12

Kun Zhang
Kun Zhang

H-Index: 13

Causal-learn: Causal discovery in python

Journal of Machine Learning Research

2024

Yujia Zheng
Yujia Zheng

H-Index: 2

Biwei Huang
Biwei Huang

H-Index: 10

Wei Chen
Wei Chen

H-Index: 15

Joseph Ramsey
Joseph Ramsey

H-Index: 20

Mingming Gong
Mingming Gong

H-Index: 9

Ruichu Cai
Ruichu Cai

H-Index: 15

Peter Spirtes
Peter Spirtes

H-Index: 32

Kun Zhang
Kun Zhang

H-Index: 13

Identifiable Latent Neural Causal Models

arXiv preprint arXiv:2403.15711

2024/3/23

Yuhang Liu
Yuhang Liu

H-Index: 25

Zhen Zhang
Zhen Zhang

H-Index: 33

Mingming Gong
Mingming Gong

H-Index: 9

Biwei Huang
Biwei Huang

H-Index: 10

Kun Zhang
Kun Zhang

H-Index: 13

Causal Discovery with Mixed Linear and Nonlinear Additive Noise Models: A Scalable Approach

2024/3/15

Biwei Huang
Biwei Huang

H-Index: 10

Mingming Gong
Mingming Gong

H-Index: 9

Structure learning with continuous optimization: A sober look and beyond

2024/3/15

Biwei Huang
Biwei Huang

H-Index: 10

Kun Zhang
Kun Zhang

H-Index: 13

Federated Causal Discovery from Heterogeneous Data

arXiv preprint arXiv:2402.13241

2024/2/20

Gongxu Luo
Gongxu Luo

H-Index: 2

Biwei Huang
Biwei Huang

H-Index: 10

Guangyi Chen
Guangyi Chen

H-Index: 18

Bin Gu
Bin Gu

H-Index: 26

Kun Zhang
Kun Zhang

H-Index: 13

Interpretable reward redistribution in reinforcement learning: A causal approach

NeurIPS 2023: Advances in Neural Information Processing Systems

2024/2/13

Yudi Zhang
Yudi Zhang

H-Index: 5

Yali Du
Yali Du

H-Index: 7

Biwei Huang
Biwei Huang

H-Index: 10

Ziyan Wang
Ziyan Wang

H-Index: 2

Jun Wang
Jun Wang

H-Index: 10

Meng Fang
Meng Fang

H-Index: 16

Mykola Pechenizkiy
Mykola Pechenizkiy

H-Index: 31

Generator Identification for Linear SDEs with Additive and Multiplicative Noise

Advances in Neural Information Processing Systems

2024/2/13

Yuanyuan Wang
Yuanyuan Wang

H-Index: 12

Xi Geng
Xi Geng

H-Index: 8

Wei Huang
Wei Huang

H-Index: 8

Biwei Huang
Biwei Huang

H-Index: 10

Mingming Gong
Mingming Gong

H-Index: 9

Identification of nonlinear latent hierarchical models

2023/12

Biwei Huang
Biwei Huang

H-Index: 10

Feng Xie
Feng Xie

H-Index: 6

Eric Xing
Eric Xing

H-Index: 76

Yuejie Chi
Yuejie Chi

H-Index: 25

Kun Zhang
Kun Zhang

H-Index: 13

Learning World Models with Identifiable Factorization

arXiv preprint arXiv:2306.06561

2023/6/11

Yu-Ren Liu
Yu-Ren Liu

H-Index: 1

Biwei Huang
Biwei Huang

H-Index: 10

Mingming Gong
Mingming Gong

H-Index: 9

Yang Yu
Yang Yu

H-Index: 7

Kun Zhang
Kun Zhang

H-Index: 13

Revealing Multimodal Contrastive Representation Learning through Latent Partial Causal Models

arXiv preprint arXiv:2402.06223

2024/2/9

Yuhang Liu
Yuhang Liu

H-Index: 25

Zhen Zhang
Zhen Zhang

H-Index: 33

Biwei Huang
Biwei Huang

H-Index: 10

Mingming Gong
Mingming Gong

H-Index: 9

Kun Zhang
Kun Zhang

H-Index: 13

Natural Counterfactuals With Necessary Backtracking

arXiv preprint arXiv:2402.01607

2024/2/2

Jiji Zhang
Jiji Zhang

H-Index: 17

Biwei Huang
Biwei Huang

H-Index: 10

Hao Wang
Hao Wang

H-Index: 29

Kun Zhang
Kun Zhang

H-Index: 13

HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization

arXiv preprint arXiv:2401.09716

2024/1/18

Zhongyi Han
Zhongyi Han

H-Index: 7

Shiming Chen
Shiming Chen

H-Index: 2

Biwei Huang
Biwei Huang

H-Index: 10

Lina Yao
Lina Yao

H-Index: 10

Kun Zhang
Kun Zhang

H-Index: 13

A versatile causal discovery framework to allow causally-related hidden variables

ICLR 2024

2023/12/18

Xinshuai Dong
Xinshuai Dong

H-Index: 1

Biwei Huang
Biwei Huang

H-Index: 10

Xiangchen Song
Xiangchen Song

H-Index: 2

Yujia Zheng
Yujia Zheng

H-Index: 2

Peter Spirtes
Peter Spirtes

H-Index: 32

Kun Zhang
Kun Zhang

H-Index: 13

MACCA: Offline Multi-agent Reinforcement Learning with Causal Credit Assignment

arXiv preprint arXiv:2312.03644

2023/12/6

Ziyan Wang
Ziyan Wang

H-Index: 2

Yali Du
Yali Du

H-Index: 7

Yudi Zhang
Yudi Zhang

H-Index: 5

Meng Fang
Meng Fang

H-Index: 16

Biwei Huang
Biwei Huang

H-Index: 10

Identifiable Latent Polynomial Causal Models Through the Lens of Change

arXiv preprint arXiv:2310.15580

2023/10/24

Yuhang Liu
Yuhang Liu

H-Index: 25

Zhen Zhang
Zhen Zhang

H-Index: 33

Mingming Gong
Mingming Gong

H-Index: 9

Biwei Huang
Biwei Huang

H-Index: 10

Kun Zhang
Kun Zhang

H-Index: 13

Analytic DAG Constraints for Differentiable DAG Learning

2023/10/13

Zhen Zhang
Zhen Zhang

H-Index: 33

Yuhang Liu
Yuhang Liu

H-Index: 25

Mingming Gong
Mingming Gong

H-Index: 9

Biwei Huang
Biwei Huang

H-Index: 10

Kun Zhang
Kun Zhang

H-Index: 13

Identifiable Latent Causal Content for Domain Adaptation under Latent Covariate Shift

2023/10/13

Yuhang Liu
Yuhang Liu

H-Index: 25

Zhen Zhang
Zhen Zhang

H-Index: 33

Mingming Gong
Mingming Gong

H-Index: 9

Biwei Huang
Biwei Huang

H-Index: 10

Kun Zhang
Kun Zhang

H-Index: 13

Optimal Kernel Choice for Score Function-based Causal Discovery

2023/10/13

Wenjie Wang
Wenjie Wang

H-Index: 4

Biwei Huang
Biwei Huang

H-Index: 10

Feng Liu
Feng Liu

H-Index: 8

Xinge You
Xinge You

H-Index: 30

Kun Zhang
Kun Zhang

H-Index: 13

Mingming Gong
Mingming Gong

H-Index: 9

Decoupling Intrinsic and Measurement Trends: A Crucial Consideration in Time Series Causal Discovery

2023/10/13

Pei Zhang
Pei Zhang

H-Index: 5

Biwei Huang
Biwei Huang

H-Index: 10

Kun Zhang
Kun Zhang

H-Index: 13

See List of Professors in Biwei Huang University(Carnegie Mellon University)

Co-Authors

academic-engine

Useful Links

List of top 50 universities
List of top 100 universities
List of top 500 universities
Find Professors Email
Find Universities Email
CUFinder Academic Engine