Yongtao Wu
7 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
👑
Triple Crown
Venues
Top co-authors
Research topics
Machine Learning
(7)
Optimization & Theory · Machine Learning
(5)
Deep Learning
(4)
Architectures
(3)
Learning Types
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Generation
(1)
Learning Paradigms
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
neural tangent kernel
(3)
self-attention mechanism
(1)
transfer learning
(1)
global convergence
(1)
neural architecture search
(1)
quantum computing
(1)
adversarial training
(1)
stochastic convex optimization
(1)
data privacy
(1)
adversarial attack
(1)
generalization bound
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
vision-language model
(1)
spectral bia
(1)
membership inference attack
(1)
generalization theory
(1)
model auditing
(1)
large language model
(1)
robust architecture
(1)
Papers
Quantum-PEFT: Ultra parameter-efficient fine-tuning
ICLR 2025
Membership Inference Attacks against Large Vision-Language Models
NeurIPS 2024
Revisiting Character-level Adversarial Attacks for Language Models
ICML 2024
Robust NAS under adversarial training: benchmark, theory, and beyond
ICLR 2024
Universal Gradient Methods for Stochastic Convex Optimization
ICML 2024
On the Convergence of Encoder-only Shallow Transformers
NeurIPS 2023
Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study
NeurIPS 2022