Qingming Li
8 papers · 2024–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
⚡
Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(8)
Application Areas
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(4)
Learning Types · Machine Learning
(4)
Computer Vision
(2)
Security & Privacy
(2)
Differential Privacy
(2)
Generation
(2)
Models
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
differential privacy
(2)
diffusion model
(2)
backdoor attack
(2)
adversarial learning
(1)
convex optimization
(1)
mean estimation
(1)
transfer learning
(1)
adversarial training
(1)
privacy preserving
(1)
machine learning security
(1)
cross-modal alignment
(1)
adversarial attack
(1)
privacy preservation
(1)
adversarial defense
(1)
model security
(1)
pre-trained model
(1)
heavy-tailed gradient
(1)
text-to-image model
(1)
agent security
(1)
stochastic optimization
(1)
Papers
An Inversion-based Measure of Memorization for Diffusion Models
ICCV 2025
CAMH: Advancing Model Hijacking Attack in Machine Learning
AAAI 2025
Differential Private Stochastic Optimization with Heavy-tailed Data: Towards Optimal Rates
AAAI 2025
Enhancing Learning with Label Differential Privacy by Vector Approximation
ICLR 2025
IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents
EMNLP 2025
TWIST: Text-encoder Weight-editing for Inserting Secret Trojans in Text-to-Image Models
ACL 2025
VideoEraser: Concept Erasure in Text-to-Video Diffusion Models
EMNLP 2025
A Huber Loss Minimization Approach to Mean Estimation under User-level Differential Privacy
NeurIPS 2024