Haoming Yang
5 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Mathematics & Optimization
(2)
Core AI
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Mathematics
(1)
Keywords
continual learning
(1)
probabilistic modeling
(1)
semantic alignment
(1)
semantic consistency
(1)
neural network optimization
(1)
time series
(1)
diffusion process
(1)
parameter inference
(1)
generalization error
(1)
distribution shift
(1)
adversarial attack
(1)
black-box attack
(1)
generalization bound
(1)
partial differential equation
(1)
stochastic differential equation
(1)
text-to-image model
(1)
compositional generation
(1)
jailbreak attack
(1)
safety filter
(1)
mckean-vlasov process
(1)
Papers
Hidden Dangers of Compositional Generation: Diagnosing Semantic Safety Failures in Text-to-Image Models
CVPR 2026
Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs
ICML 2025
Elliptic Loss Regularization
ICLR 2025
Parabolic Continual Learning
AISTATS 2025
Neural McKean-Vlasov Processes: Distributional Dependence in Diffusion Processes
AISTATS 2024