Ruiyao Xu
4 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(3)
Core AI
(3)
Natural Language Processing
(2)
Core Methods
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Computer Vision
(1)
Deep Learning
(1)
Analysis
(1)
Application Areas
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
large language model
(4)
anomaly detection
(2)
zero-shot learning
(1)
model selection
(1)
domain adaptation
(1)
text classification
(1)
preference learning
(1)
knowledge distillation
(1)
data augmentation
(1)
instruction tuning
(1)
generative model
(1)
human-ai collaboration
(1)
out-of-distribution detection
(1)
data synthesis
(1)
zero-shot detection
(1)
machine learning system
(1)
active learning
(1)
machine learning reliability
(1)
representation learning
(1)
Papers
CoAct: Co-Active LLM Preference Learning with Human-AI Synergy
ACL 2026
DS2-Instruct: Domain-Specific Data Synthesis for Large Language Models Instruction Tuning
EACL 2026
AD-LLM: Benchmarking Large Language Models for Anomaly Detection
ACL 2025
Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey
NAACL 2025