Mengzhuo Guo

According to our database, Mengzhuo Guo authored at least 14 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

HIT Model: A Hierarchical Interaction-Enhanced Two-Tower Model for Pre-Ranking Systems.

Haoqiang Yang, Congde Yuan, Kun Bai, Mengzhuo Guo, Wei Yang, Chao Zhou

CoRR, May, 2025

An Interpretable Deep Learning-based Model for Decision-making through Piecewise Linear Approximation.

Mengzhuo Guo, Qingpeng Zhang, Daniel Dajun Zeng

ACM Trans. Knowl. Discov. Data, April, 2025

Enhancing decision support for type 2 diabetes mellitus comorbidity risk prediction: An end-to-end multi-task learning model.

Jianjin Yue, Li Luo, Mengzhuo Guo, Chenxi Xu

Expert Syst. Appl., 2025

Data-driven preference learning methods for sorting problems with multiple temporal criteria.

Yijun Li, Mengzhuo Guo, Milosz Kadzinski, Qingpeng Zhang, Chenxi Xu

Eur. J. Oper. Res., 2025

2024

Improving Zero-Shot Stance Detection by Infusing Knowledge from Large Language Models.

Mengzhuo Guo, Xiaorui Jiang, Yong Liao

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

A Bayesian Multi-Armed Bandit Algorithm for Bid Shading in Online Display Advertising.

Mengzhuo Guo, Wuqi Zhang, Congde Yuan, Binfeng Jia, Guoqing Song, Hua Hua, Shuangyang Wang, Qingpeng Zhang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Data-driven Preference Learning Methods for Multiple Criteria Sorting with Temporal Criteria.

Yijun Li, Mengzhuo Guo, Qingpeng Zhang

CoRR, 2023

2022

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

ACM Trans. Knowl. Discov. Data, 2022

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

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2020

An interpretable neural network model through piecewise linear approximation.

Mengzhuo Guo, Qingpeng Zhang, Xiuwu Liao, Daniel Dajun Zeng

CoRR, 2020

2019

A progressive sorting approach for multiple criteria decision aiding in the presence of non-monotonic preferences.

Mengzhuo Guo, Xiuwu Liao, Jiapeng Liu

Expert Syst. Appl., 2019

Explainable Ordinal Factorization Model: Deciphering the Effects of Attributes by Piece-wise Linear Approximation.

Mengzhuo Guo, Zhongzhi Xu, Qingpeng Zhang, Xiuwu Liao, Jiapeng Liu

CoRR, 2019

An interpretable machine learning framework for modelling human decision behavior.

Mengzhuo Guo, Qingpeng Zhang, Xiuwu Liao, Youhua Chen

CoRR, 2019

2015

Summarizing Product Aspects from Massive Online Review with Word Representation.

Kai Ye, Liangqiang Li, Mengzhuo Guo, Yu Qian, Hua Yuan

Proceedings of the Knowledge Science, Engineering and Management, 2015