VLDB 2026 Research / reviewers in the wild / expert
Mengjun Hu
dblp:146/8361 · also Mengjun J. Hu
· DBLP profile ↗
14ranked-venue papers
6as first author
10since 2021 · last 2026
0000-0001-5873-7716ORCID · verified
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 10 · 3 first-author · 7 since 2021Databases, data management, data science and information retrieval · 5 · 3 first-author · 3 since 2021
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | Three-way conflict analysis: From single-level to multi-level preferences
Guangming Lang, Haojun Liu, Mengjun Hu |
Int. J. Approx. Reason. | 3 |
| 2026 | Feasible strategies for conflict resolution within intuitionistic fuzzy preference-based conflict situations
Guangming Lang, Mingchuan Shang, Mengjun Hu, Jie Zhou 0009, Feng Xu 0011 |
Int. J. Approx. Reason. | 3 |
| 2026 | Three-Way Conflict Resolution in Fuzzy Situation Tables With Nonlinear Conflict FunctionsabstractThree-way conflict analysis resolves real-world conflicts in two main steps: identifying the causes of conflict and designing feasible strategies to mitigate disputes. Existing approaches predominantly rely on linear conflict functions, which are insufficient for capturing nuanced variations in inter-agent relationships. Moreover, systematic development of feasible strategies has been limited. To address these limitations, this paper proposes a three-way conflict resolution model incorporating nonlinear conflict functions. Firstly, we introduce nonlinear conflict functions that accurately model the subtle fluctuations in conflict degrees. These functions are used to trisect both the set of agent pairs and the set of issues. We further propose a novel method to determine optimal trisections along with the corresponding optimal threshold pairs. Once the trisection phase is completed, we precisely identify the critical conflict issues that require resolution, where the parameter of conflict tolerance level is induced from the optimal issue trisection. Subsequently, conflict resolution of critical issues is formulated as an optimization problem, and two adjustment mechanisms are developed to derive distinct adjustment strategies. Finally, the applicability and superior performance of the proposed model, in terms of accurately identifying conflict issues and generating effective resolution strategies, are demonstrated through a commonly-used case study, a sensitivity evaluation, and a comparative analysis. The results confirm that our approach offers a flexible, efficient, and practical framework for three-way conflict analysis in complex decision-making contexts. Jing Liu 0057, Mengjun Hu, Weiping Ding 0001, Witold Pedrycz, Guangming Lang |
IEEE Trans. Fuzzy Syst. | 2 |
| 2025 | Feasible strategies in three-way conflict analysis with three-valued ratings
Jing Liu 0057, Mengjun Hu, Guangming Lang |
Int. J. Approx. Reason. | 2 |
| 2025 | Three-way conflict analysis with preference-based conflict situations
Mengjun Hu |
Inf. Sci. | 1 |
| 2024 | 3W-SLP: A Conceptual Model of Three-Way Single Layer Perceptrons
Mengjun Hu, Zhen Wang 0038 |
ISNN | 1 |
| 2023 | A bipolar three-way decision model and its application in analyzing incomplete data
Junfang Luo, Mengjun Hu |
Int. J. Approx. Reason. | 2 |
| 2023 | Modeling relationships in three-way conflict analysis with subsethood measures
Mengjun Hu |
Knowl. Based Syst. | 1 |
| 2022 | Three-way conflict analysis based on alliance and conflict functions
Junfang Luo, Mengjun Hu, Guangming Lang, Xin Yang 0012 |
Inf. Sci. | 2 |
| 2021 | Three-way data analytics: Preparing and analyzing data in threes
Mengjun Hu |
Inf. Sci. | 1 |
| 2020 | Three-way decision with incomplete information based on similarity and satisfiability
Junfang Luo, Mengjun Hu |
Int. J. Approx. Reason. | 2 |
| 2019 | On the properties of subsethood measures
Mengjun Hu, Xiaofei Deng, Yiyu Yao |
Inf. Sci. | 1 |
| 2019 | Structured approximations as a basis for three-way decisions in rough set theory
Mengjun Hu, Yiyu Yao |
Knowl. Based Syst. | 1 |
| 2018 | Modes of Sequential Three-Way Classifications
Yiyu Yao, Mengjun Hu, Xiaofei Deng |
IPMU (2) | 2 |