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

Binchang Ma

dblp:431/4969 · 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 2021Graphics, computer vision, multimedia, augmented reality and games · 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
Face, body and person analysis · 50% Efficient and distributed learning · 50%

Topics — the 4 heaviest of 4, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Machine learning › Efficient and distributed learning
federated learning		 1.012026
FedARKS: Federated Aggregation via Robust and Discriminative Knowledge Selection and Integration for Person Re-identification · AAAI 2026
Computer vision › Face, body and person analysis › person re-identification
federated person re-identification		 1.012026
FedARKS: Federated Aggregation via Robust and Discriminative Knowledge Selection and Integration for Person Re-identification · AAAI 2026
Computer vision › Face, body and person analysis
person re-identification		 1.012026
FedARKS: Federated Aggregation via Robust and Discriminative Knowledge Selection and Integration for Person Re-identification · AAAI 2026
Machine learning › Efficient and distributed learning › federated learning › model aggregation
robust aggregation		 1.012026
FedARKS: Federated Aggregation via Robust and Discriminative Knowledge Selection and Integration for Person Re-identification · AAAI 2026

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

knowledge selection · 1.0knowledge integration · 1.0
YearPublicationVenuePosition
2026 FedARKS: Federated Aggregation via Robust and Discriminative Knowledge Selection and Integration for Person Re-identification
Xin Xu 0007, Binchang Ma, Zhixi Yu, Wei Liu 0183
 AAAI2