Demo Data from VLDB 2026 / reviewers in the wild / expert
Cy Xie
dblp:427/1524
· DBLP profile ↗
2ranked-venue papers
2as first author
2since 2021 · last 2026
0009-0005-2940-0029ORCID · reported
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 1 · 1 first-author · 1 since 2021Human-computer interaction and ubiquitous computing · 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 |
Language models and text generation · 100% | |
| Software engineering, system software, and programming languages
1 paper |
Program synthesis and code generation · 100% |
Topics — the 1 heaviest of 2, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Program synthesis and code generation › DSL-based synthesis
spreadsheet formula generation |
1.0 | 1 | 2026 | FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation · ACL (1) 2026 |
Methods — techniques the papers use, named apart from their topics
self-play · 2.0fine-tuning · 2.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula GenerationabstractSpreadsheet applications are used by hundreds of millions worldwide, yet writing formulas remains a significant barrier.Existing approaches rely on static supervised data, which quickly saturates on limited annotations.In Cy Xie |
ACL (1) | 1 |
| 2026 | Adaptive Uncertainty-Aware Fusion for Robust Multimodal Learning
Cy Xie |
SIGCSE (2) | 1 |