Demo Data from VLDB 2026 / reviewers in the wild / expert
Yingnan Yang
dblp:257/1550
· DBLP profile ↗
3ranked-venue papers
2as first author
3since 2021 · last 2025
—ORCID · conflict
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 2 · 1 first-author · 2 since 2021Databases, data management, data science and information retrieval · 1 · 1 first-author · 1 since 2021Graphics, computer vision, multimedia, augmented reality and games · 1 · 1 first-author · 1 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.
| Artificial intelligence
1 paper |
Deep learning architectures and training · 33% Time series and sequential data · 33% Representation and self-supervised learning · 33% |
Topics — the 3 heaviest of 3, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Representation and self-supervised learning
correlation modeling |
0.8 | 1 | 2024 | VCformer: Variable Correlation Transformer with Inherent Lagged Correlation for Multivariate Time Series Forecasting · IJCAI 2024 |
Machine learning › Time series and sequential data › time series analysis › time series forecasting
multivariate time series forecasting |
0.8 | 1 | 2024 | VCformer: Variable Correlation Transformer with Inherent Lagged Correlation for Multivariate Time Series Forecasting · IJCAI 2024 |
Machine learning › Deep learning architectures and training
transformer |
0.8 | 1 | 2024 | VCformer: Variable Correlation Transformer with Inherent Lagged Correlation for Multivariate Time Series Forecasting · IJCAI 2024 |
Methods — techniques the papers use, named apart from their topics
variable correlation modeling · 0.8transformer · 0.8
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2025 | A cross-layer residual spiking neural network with adaptive threshold leaky integrate-and-fire neuron and learnable surrogate gradient
Qingsong Ai, Yingnan Yang, Mincheng Cai, Kun Chen 0003, Quan Liu 0001 |
Knowl. Based Syst. | 2 |
| 2024 | VCformer: Variable Correlation Transformer with Inherent Lagged Correlation for Multivariate Time Series Forecasting
Yingnan Yang, Qingling Zhu, Jianyong Chen |
IJCAI | 1 |
| 2024 | Automated construction site layout design system for prefabricated buildings using transformer based conditional GAN
Yingnan Yang, Chunxiao Chen |
Adv. Eng. Informatics | 1 |