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

Boying Gong

dblp:238/9772 · DBLP profile ↗
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2ranked-venue papers
1as first author
1since 2021 · last 2026
—ORCID · unresolved

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

Artificial intelligence and machine learning · 1 · 1 since 2021Applied, interdisciplinary, general and emerging computing · 1 · 1 first-author

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
Trustworthy machine learning · 33% Language models and text generation · 33% Transfer learning and domain adaptation · 33%
Interdisciplinary, comprehensive, and emerging computing
1 paper
Bioinformatics and computational biology · 100%

Topics — the 6 heaviest of 6, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Machine learning › Trustworthy machine learning › Data-centric AI
data valuation		 1.012026
For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs · ACL (1) 2026
Machine learning › Transfer learning and domain adaptation
fine-tuning		 1.012026
For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs · ACL (1) 2026
Natural language and speech › Language models and text generation
large language model		 1.012026
For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs · ACL (1) 2026
Bioinformatics and computational biology › epigenomics
computational epigenetics		 0.412019
MethCP: Differentially Methylated Region Detection with Change Point Models · RECOMB 2019
Bioinformatics and computational biology › epigenomics › differential methylation analysis
differentially methylated region detection		 0.412019
MethCP: Differentially Methylated Region Detection with Change Point Models · RECOMB 2019
Bioinformatics and computational biology › epigenomics › DNA methylation
DNA methylation analysis		 0.412019
MethCP: Differentially Methylated Region Detection with Change Point Models · RECOMB 2019

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

forward-only data valuation · 1.0change-point model · 0.4
YearPublicationVenuePosition
2026 For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs
abstract
Wenlong Deng, Qi Zeng, Jiaming Zhang, Minghui Chen, Zixin Ding, Christos Thrampoulidis, Boying Gong, Xiaoxiao Li. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Wenlong Deng, Zixin Ding, Christos Thrampoulidis, Boying Gong
 ACL (1)7
2019 MethCP: Differentially Methylated Region Detection with Change Point Models
Boying Gong, Elizabeth Purdom
 RECOMB1