Mengzhuo Guo

19 papers A 3B 1C 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
AgentLTV: An Agent-Based Unified Search-and-Evolution Framework for Automated Lifetime Value Prediction.
CoRR
Chaowei Wu, Huazhu Chen, Congde Yuan, Qirui Yang, Guoqing Song, Yue Gao, Li Luo, Frank Youhua Chen, Mengzhuo Guo
2026 J jnl
ExFusion: An Explainable Multi-scale Feature Fusion framework for medical image processing.
Inf. Process. Manag.
Jianjin Yue, Li Luo, Mengzhuo Guo, Siqi Huang
2026 J jnl
Learning user preferences in livestreaming market: A graphical model considering temporal effect.
Decis. Support Syst.
Qingyuan Lin, Yijun Li, Milosz Kadzinski, Mengzhuo Guo
2025 J jnl
An Interpretable Deep Learning-based Model for Decision-making through Piecewise Linear Approximation.
ACM Trans. Knowl. Discov. Data
Mengzhuo Guo, Qingpeng Zhang, Daniel Dajun Zeng
2025 J jnl
Data-driven preference learning methods for sorting problems with multiple temporal criteria.
Eur. J. Oper. Res.
Yijun Li, Mengzhuo Guo, Milosz Kadzinski, Qingpeng Zhang, Chenxi Xu
2025 J jnl
Enhancing decision support for type 2 diabetes mellitus comorbidity risk prediction: An end-to-end multi-task learning model.
Expert Syst. Appl.
Jianjin Yue, Li Luo, Mengzhuo Guo, Chenxi Xu
2025 A conf
HIT Model: A Hierarchical Interaction-Enhanced Two-Tower Model for Pre-Ranking Systems.
CIKM
Haoqiang Yang, Congde Yuan, Kun Bai, Mengzhuo Guo, Wei Yang, Chao Zhou
2025 J jnl
HIT Model: A Hierarchical Interaction-Enhanced Two-Tower Model for Pre-Ranking Systems.
CoRR
Haoqiang Yang, Congde Yuan, Kun Bai, Mengzhuo Guo, Wei Yang, Chao Zhou
2024 A conf
A Bayesian Multi-Armed Bandit Algorithm for Bid Shading in Online Display Advertising.
CIKM
Mengzhuo Guo, Wuqi Zhang, Congde Yuan, Binfeng Jia, Guoqing Song, Hua Hua, Shuangyang Wang, Qingpeng Zhang
2024 B conf
ADViRDS: Assessment of Domestic Violence Risk Dataset and Scale on Social Media.
CogSci
Chengwei Tong, Mengzhuo Guo, Yao Tian, Mengzhu Zhang, Yangyang Li, Chunyan Zhu, Jie Bao, Rongrong Sheng, Qianqian Li, Yong Liao
2024 — conf
Improving Zero-Shot Stance Detection by Infusing Knowledge from Large Language Models.
ICIC (13)
Mengzhuo Guo, Xiaorui Jiang, Yong Liao
2023 J jnl
Data-driven Preference Learning Methods for Multiple Criteria Sorting with Temporal Criteria.
CoRR
Yijun Li, Mengzhuo Guo, Qingpeng Zhang
2022 A conf
An Actor-critic Reinforcement Learning Model for Optimal Bidding in Online Display Advertising.
CIKM
Congde Yuan, Mengzhuo Guo, Chaoneng Xiang, Shuangyang Wang, Guoqing Song, Qingpeng Zhang
2022 J jnl
Deciphering Feature Effects on Decision-Making in Ordinal Regression Problems: An Explainable Ordinal Factorization Model.
ACM Trans. Knowl. Discov. Data
Mengzhuo Guo, Zhongzhi Xu, Qingpeng Zhang, Xiuwu Liao, Jiapeng Liu
2020 J jnl
An interpretable neural network model through piecewise linear approximation.
CoRR
Mengzhuo Guo, Qingpeng Zhang, Xiuwu Liao, Daniel Dajun Zeng
2019 J jnl
A progressive sorting approach for multiple criteria decision aiding in the presence of non-monotonic preferences.
Expert Syst. Appl.
Mengzhuo Guo, Xiuwu Liao, Jiapeng Liu
2019 J jnl
An interpretable machine learning framework for modelling human decision behavior.
CoRR
Mengzhuo Guo, Qingpeng Zhang, Xiuwu Liao, Youhua Chen
2019 J jnl
Explainable Ordinal Factorization Model: Deciphering the Effects of Attributes by Piece-wise Linear Approximation.
CoRR
Mengzhuo Guo, Zhongzhi Xu, Qingpeng Zhang, Xiuwu Liao, Jiapeng Liu
2015 C conf
Summarizing Product Aspects from Massive Online Review with Word Representation.
KSEM
Kai Ye, Liangqiang Li, Mengzhuo Guo, Yu Qian, Hua Yuan