Phi Le Nguyen
18 papers · 2024–2026 · 11 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (40) π Conference Polyglot Β· Gold π Renaissance Researcher (6) π Century Club Β· Bronze
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Venues
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Research topics
Machine Learning
(9)
Artificial Intelligence
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Core AI
(8)
Computer Vision
(7)
Deep Learning
(7)
Learning Types Β· Machine Learning
(5)
Core Methods
(4)
Domain-Specific
(4)
Models
(4)
Healthcare & Medicine
(3)
Application Areas
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Clinical
(3)
Learning Types Β· Deep Learning
(3)
Mathematics & Optimization
(2)
Generation
(2)
Keywords
medical imaging
(2)
multimodal learning
(2)
large language model
(2)
diffusion model
(2)
domain generalization
(1)
domain adaptation
(1)
multi-task learning
(1)
feature attribution
(1)
action recognition
(1)
code generation
(1)
visual localization
(1)
video understanding
(1)
image translation
(1)
visual grounding
(1)
medical report generation
(1)
model merging
(1)
text-to-image generation
(1)
neural network interpretability
(1)
probabilistic inference
(1)
feature learning
(1)
Papers
Beyond the Global Scores: Fine-Grained Token Grounding as a Robust Detector of LVLM Hallucinations
CVPR 2026
Model Merging as Probabilistic Inference in Fine-Tuning Parameter Space
UAI 2026
PADM: A Physics-aware Diffusion Model for Attenuation Correction
WACV 2026
Region-Grounded Report Generation for 3D Medical Imaging: A Fine-Grained Dataset and Graph-Enhanced Framework
ACL 2026
ConstStyle: Robust Domain Generalization with Unified Style Transformation
ICCV 2025
CT to PET Translation: A Large-Scale Dataset and Domain-Knowledge-Guided Diffusion Approach
WACV 2025
Federated Prompt-Tuning with Heterogeneous and Incomplete Multimodal Client Data
ICCV 2025
Localizing Before Answering: A Benchmark for Grounded Medical Visual Question Answering
IJCAI 2025
MLAlgo-Bench: Can Machines Implement Machine Learning Algorithms?
EMNLP 2025
NeurFlow: Interpreting Neural Networks through Neuron Groups and Functional Interactions
ICLR 2025
PedCLIP: A Vision-Language model for Pediatric X-rays with Mixture of Body part Experts
MICCAI 2025
Region-Level Data Attribution for Text-to-Image Generative Models
ICCV 2025
Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding
ICCV 2025
Sign Language Recognition: A Large-Scale Multi-View Dataset and Comprehensive Evaluation
WACV 2025
Unleashing SAM for Few-Shot Medical Image Segmentation with Dual-Encoder and Automated Prompting
MICCAI 2025
Boosting Offline Optimizers with Surrogate Sensitivity
ICML 2024
CARER - ClinicAl Reasoning-Enhanced Representation for Temporal Health Risk Prediction
EMNLP 2024
Incorporating Surrogate Gradient Norm to Improve Offline Optimization Techniques
NeurIPS 2024