Zhaoyan Liu
5 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Application Areas
(4)
Learning Types · Machine Learning
(3)
Models
(3)
Core Methods
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Applications
(1)
Core AI
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
latent space
(2)
few-shot learning
(1)
image generation
(1)
feature extraction
(1)
embedding learning
(1)
conditional generation
(1)
efficient computing
(1)
sql generation
(1)
audio-text retrieval
(1)
generative model
(1)
diffusion model
(1)
language model
(1)
manifold hypothesis
(1)
image-text retrieval
(1)
stable diffusion
(1)
deep generative model
(1)
multimodal fusion
(1)
generative model evaluation
(1)
latent space alignment
(1)
small language model
(1)
Papers
A Geometric Framework for Understanding Memorization in Generative Models
ICLR 2025
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation
NAACL 2025
Data-Efficient Multimodal Fusion on a Single GPU
CVPR 2024
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models
NeurIPS 2023
TR0N: Translator Networks for 0-Shot Plug-and-Play Conditional Generation
ICML 2023