Jingyi Liao
4 papers · 2025–2026 · 4 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
(3)
Deep Learning
(3)
Computer Vision
(2)
Machine Learning
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Analysis
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Processing
(1)
Keywords
anomaly detection
(3)
multimodal learning
(2)
few-shot learning
(2)
multimodal large language model
(1)
industrial inspection
(1)
gaussian mixture
(1)
group relative policy optimization
(1)
video diffusion transformer
(1)
multi-stage reasoning
(1)
attention operation
(1)
training free
(1)
model agnostic
(1)
redundant token
(1)
fine-grained reward optimization
(1)
asymmetric reduction
(1)
information bottleneck
(1)
knowledge distillation
(1)
Papers
AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization
AAAI 2026
GPFlow: Gaussian Prototype Probability Flow for Unsupervised Multi-Modal Anomaly Detection
CVPR 2026
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration
ICML 2025
FIND: Few-Shot Anomaly Inspection with Normal-Only Multi-Modal Data
ICCV 2025