Andrei Manolache
7 papers · 2021–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
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Renaissance Researcher
(5)
Venues
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Research topics
Machine Learning
(7)
Core Methods
(5)
Learning Types
(4)
Artificial Intelligence
(2)
Computer Science
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Applications · Computer Science
(2)
Applications · Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Analysis
(1)
Keywords
anomaly detection
(3)
natural language processing
(2)
text classification
(2)
benchmark dataset
(2)
graph neural network
(2)
authorship verification
(2)
distribution shift
(1)
graph structure learning
(1)
out-of-distribution detection
(1)
unsupervised anomaly detection
(1)
text data
(1)
message passing neural network
(1)
forensic analysis
(1)
virtual node
(1)
graph rewiring
(1)
dark web
(1)
neural network
(1)
text style
(1)
named entities
(1)
text anomaly detection
(1)
Papers
Probabilistically Rewired Message-Passing Neural Networks
ICLR 2024
Probabilistic Graph Rewiring via Virtual Nodes
NeurIPS 2024
AD-NLP: A Benchmark for Anomaly Detection in Natural Language Processing
EMNLP 2023
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection
NeurIPS 2022
Rethinking the Authorship Verification Experimental Setups
EMNLP 2022
VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web
NeurIPS 2022
DATE: Detecting Anomalies in Text via Self-Supervision of Transformers
NAACL 2021