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Demo Data from VLDB 2026 / reviewers in the wild / expert

Yin Shu

dblp:250/2562 · DBLP profile ↗
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1ranked-venue papers
0as first author
1since 2021 · last 2026
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 1 · 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
Generative modeling · 33% Language models and text generation · 33% Reinforcement learning · 33%

Topics — the 3 heaviest of 3, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Machine learning › Reinforcement learning
reinforcement learning for generative models		 1.012026
From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation · ACL (1) 2026
Natural language and speech › Language models and text generation › large language model › large language model adaptation › personalization
subject-driven generation		 1.012026
From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation · ACL (1) 2026
Machine learning › Generative modeling › diffusion model
text-to-image generation		 1.012026
From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation · ACL (1) 2026

Methods — techniques the papers use, named apart from their topics

reinforcement learning · 1.0diffusion model · 1.0
YearPublicationVenuePosition
2026 From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation
abstract
Ziwei Huang, Ying Shu, Fanghao, Quanyu Long, Wenya Wang, Qiushi Guo, Tiezheng Ge, Leilei Gan. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Ziwei Huang 0005, Yin Shu, Quanyu Long, Wenya Wang 0001, Qiushi Guo, Tiezheng Ge, Leilei Gan
 ACL (1)2