Dat Nguyen
7 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer π Cross-Pollinator (15)
π₯
Mega-Team
(21)
Conferences
NIPS (3)
CVPR (1)
ICCV (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
deepfake detection
(2)
vision transformer
(2)
pretrained model
(2)
multi-task learning
(2)
graph neural network
(2)
anomaly detection
(1)
video synthesis
(1)
medical imaging
(1)
attention mechanism
(1)
graph representation learning
(1)
spatio-temporal modeling
(1)
video analysis
(1)
message passing
(1)
artifact detection
(1)
uncertainty sampling
(1)
magnetic resonance imaging
(1)
probabilistic model
(1)
spatio-temporal learning
(1)
task ambiguity
(1)
representation space
(1)
Papers
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection
ICCV 2025
TRIKOP: Exploring Visual Prompting Paradigms for Multi-Grade Knee Osteoarthritis Classification on MRI Images
IJCAI 2025
KinDEL: DNA-Encoded Library Dataset for Kinase Inhibitors
ICML 2025
LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection
CVPR 2024
Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance
NIPS 2023
Pure Transformers are Powerful Graph Learners
NIPS 2022
Active Learning Helps Pretrained Models Learn the Intended Task
NIPS 2022