Huiqi Li
10 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (19)
π
Keyword Champion
(2)
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Century Club Β· Bronze
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(7)
Optimization & Theory Β· Machine Learning
(4)
Computer Vision
(3)
Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Analysis
(2)
Optimization & Theory Β· Deep Learning
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Foundations
(1)
Generation
(1)
Learning Types Β· Deep Learning
(1)
Keywords
neural architecture search
(3)
unsupervised anomaly detection
(2)
one-shot learning
(2)
supernet training
(2)
novelty search
(2)
anomaly detection
(2)
domain adaptation
(1)
feature extraction
(1)
image reconstruction
(1)
neural network optimization
(1)
sliced inverse regression
(1)
supervised dimension reduction
(1)
weight sharing
(1)
high-dimensional optimization
(1)
bayesian optimization
(1)
bilevel optimization
(1)
generative model
(1)
regret bound
(1)
classifier-free guidance
(1)
inference acceleration
(1)
Papers
Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection
CVPR 2025
Improving OCTA Imaging through Cross-Domain Adaptation: A Noise-Guided Framework Using Intralipid-Enhanced Rat Data
MICCAI 2025
LazyMAR: Accelerating Masked Autoregressive Models via Feature Caching
ICCV 2025
RetSTA: An LLM-Based Approach for Standardizing Clinical Fundus Image Reports
MICCAI 2025
RET-CLIP: A Retinal Image Foundation Model Pre-trained with Clinical Diagnostic Reports
MICCAI 2024
ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction
NeurIPS 2023
Differentiable Neural Architecture Search in Equivalent Space with Exploration Enhancement
NeurIPS 2020
One-Shot Neural Architecture Search via Novelty Driven Sampling
IJCAI 2020
Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization
CVPR 2020
High Dimensional Bayesian Optimization via Supervised Dimension Reduction
IJCAI 2019