Demo Data from VLDB 2026 / reviewers in the wild / expert
Menghan Dou
dblp:337/0549
· DBLP profile ↗
3ranked-venue papers
0as first author
3since 2021 · last 2026
0000-0001-6634-877XORCID · corroborated
Domains — the database's venue-derived domains; a paper can count in several
Applied, interdisciplinary, general and emerging computing · 3 · 3 since 2021
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Theoretical computer science
2 papers |
Quantum computing and quantum information · 100% | |
| Computer graphics and multimedia
1 paper |
Image and video processing · 100% | |
| Network and information security
1 paper |
Digital forensics and information hiding · 100% | |
| Interdisciplinary, comprehensive, and emerging computing
2 papers |
Computational finance and economics · 100% |
Topics — the 6 heaviest of 8, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Image and video processing › image forensics
generated image detection |
1.0 | 1 | 2026 | AI-generated image detection algorithm based on classical-quantum hybrid neural network · Sci. China Inf. Sci. 2026 |
Image and video processing
image forensics |
1.0 | 1 | 2026 | AI-generated image detection algorithm based on classical-quantum hybrid neural network · Sci. China Inf. Sci. 2026 |
Digital forensics and information hiding › digital forensics › multimedia forensics › image forensics
AI-generated image detection |
1.0 | 1 | 2026 | AI-generated image detection algorithm based on classical-quantum hybrid neural network · Sci. China Inf. Sci. 2026 |
Quantum computing and quantum information
quantum algorithms |
0.9 | 1 | 2025 | Variational quantum eigensolver with linear depth problem-inspired ansatz for solving portfolio optimization in finance · Sci. China Inf. Sci. 2025 |
Quantum computing and quantum information › quantum algorithms
variational quantum eigensolver |
0.9 | 1 | 2025 | Variational quantum eigensolver with linear depth problem-inspired ansatz for solving portfolio optimization in finance · Sci. China Inf. Sci. 2025 |
Computational finance and economics › portfolio management
portfolio optimization |
0.3 | 1 | 2025 | Variational quantum eigensolver with linear depth problem-inspired ansatz for solving portfolio optimization in finance · Sci. China Inf. Sci. 2025 |
Methods — techniques the papers use, named apart from their topics
quantum neural network · 2.0classical-quantum hybrid neural network · 2.0problem-inspired ansatz · 1.7
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | AI-generated image detection algorithm based on classical-quantum hybrid neural network
Juncong Xu, Han Fang 0004, Yang Yang 0059, Kejiang Chen, Zhaoyun Chen, Menghan Dou, Weiming Zhang 0001, Guoping Guo |
Sci. China Inf. Sci. | 6 |
| 2025 | Quantum computational insurance and actuarial science
Huan-Yu Liu, Xi-Ning Zhuang, Qing-Song Li, Menghan Dou, Zhao-Yun Chen, Yu-Chun Wu, Guo-Ping Guo, Guang-Can Guo |
Sci. China Inf. Sci. | 5 |
| 2025 | Variational quantum eigensolver with linear depth problem-inspired ansatz for solving portfolio optimization in finance
Shengbin Wang, Guihui Li, ShuBin Zhao, Dongyi Zhao, Menghan Dou, Yongjian Gu, Yu-Chun Wu, Guoping Guo |
Sci. China Inf. Sci. | 8 |