Yuanzhou Chen
7 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(25)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types · Machine Learning
(4)
Core Methods
(3)
Models
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Methods
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
reinforcement learning
(1)
adversarial learning
(1)
text classification
(1)
text generation
(1)
sample complexity
(1)
neural network optimization
(1)
gradient descent
(1)
linear function approximation
(1)
majority voting
(1)
adversarial attack
(1)
regret bound
(1)
dynamical system
(1)
convolutional neural network
(1)
risk bound
(1)
physics-informed neural network
(1)
relu activation
(1)
physics-informed regularization
(1)
neural ordinary differential equation
(1)
time-reversal symmetry
(1)
representation learning
(1)
Papers
On the Effect of Sampling Diversity in Scaling LLM Inference
UAI 2026
Humanizing the Machine: Proxy Attacks to Mislead LLM Detectors
ICLR 2025
DALD: Improving Logits-based Detector without Logits from Black-box LLMs
NeurIPS 2024
FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion
ACL 2024
Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling
NeurIPS 2024
Benign Overfitting in Two-layer ReLU Convolutional Neural Networks
ICML 2023
On the Sample Complexity of Learning Infinite-horizon Discounted Linear Kernel MDPs
ICML 2022