Mengzhuo Guo

Assistant Professor, Business School, Sichuan University

Joined

January 2023

Names

Mengzhuo Guo (Preferred)

Emails

****@outlook.com (Confirmed)

****@tencent.com (Confirmed)

****@my.cityu.edu.hk (Confirmed)

****@scu.edu.cn (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Assistant Professor

Business School, Sichuan University (scu.edu.cn)

2023 – Present

Researcher

IEG, Tencent Interactive Entertainment Group (tencent.com)

2021 – 2023

PhD student

Data Science, City University of hong kong (cityu.edu)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

qingpeng Zhang

2018 – 2021

Expertise

online advertising

Present

deep learning

Present

probabilistic graph modeling

Present

Publications

Deciphering Feature Effects on Decision-Making in Ordinal Regression Problems: An Explainable Ordinal Factorization Model
Mengzhuo Guo, Zhongzhi Xu, Qingpeng Zhang, Xiuwu Liao, Jiapeng Liu
- Published: 01 Jan 2022, Last Modified: 03 May 2023
- ACM Trans. Knowl. Discov. Data 2022
- Readers: Everyone
An Actor-critic Reinforcement Learning Model for Optimal Bidding in Online Display Advertising
Congde Yuan, Mengzhuo Guo, Chaoneng Xiang, Shuangyang Wang, Guoqing Song, Qingpeng Zhang
- Published: 01 Jan 2022, Last Modified: 03 May 2023
- CIKM 2022
- Readers: Everyone
An Actor-critic Reinforcement Learning Model for Optimal Bidding in Online Display Advertising
Congde Yuan, Mengzhuo Guo, Chaoneng Xiang, Shuangyang Wang, Guoqing Song, Qingpeng Zhang
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CIKM 2022
- Readers: Everyone
Deciphering Feature Effects on Decision-Making in Ordinal Regression Problems: An Explainable Ordinal Factorization Model
Mengzhuo Guo, Zhongzhi Xu, Qingpeng Zhang, Xiuwu Liao, Jiapeng Liu
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ACM Trans. Knowl. Discov. Data 2022
- Readers: Everyone
An interpretable neural network model through piecewise linear approximation
Mengzhuo Guo, Qingpeng Zhang, Xiuwu Liao, Daniel Dajun Zeng
- Published: 01 Jan 2020, Last Modified: 03 May 2023
- CoRR 2020
- Readers: Everyone
An interpretable neural network model through piecewise linear approximation
Mengzhuo Guo, Qingpeng Zhang, Xiuwu Liao, Daniel Dajun Zeng
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CoRR 2020
- Readers: Everyone
Explainable Ordinal Factorization Model: Deciphering the Effects of Attributes by Piece-wise Linear Approximation
Mengzhuo Guo, Zhongzhi Xu, Qingpeng Zhang, Xiuwu Liao, Jiapeng Liu
- Published: 01 Jan 2019, Last Modified: 03 May 2023
- CoRR 2019
- Readers: Everyone
An interpretable machine learning framework for modelling human decision behavior
Mengzhuo Guo, Qingpeng Zhang, Xiuwu Liao, Youhua Chen
- Published: 01 Jan 2019, Last Modified: 03 May 2023
- CoRR 2019
- Readers: Everyone
A progressive sorting approach for multiple criteria decision aiding in the presence of non-monotonic preferences
Mengzhuo Guo, Xiuwu Liao, Jiapeng Liu
- Published: 01 Jan 2019, Last Modified: 03 May 2023
- Expert Syst. Appl. 2019
- Readers: Everyone
A progressive sorting approach for multiple criteria decision aiding in the presence of non-monotonic preferences
Mengzhuo Guo, Xiuwu Liao, Jiapeng Liu
- Published: 01 Jan 2019, Last Modified: 12 May 2023
- Expert Syst. Appl. 2019
- Readers: Everyone

View all 14 publications

Mengzhuo Guo

Names

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Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

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