Anton Xue
6 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(20)
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Core AI
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Core Methods
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Robotics
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Keywords
large language model
(2)
probabilistic modeling
(1)
anomaly detection
(1)
feature attribution
(1)
formal verification
(1)
error detection
(1)
lipschitz continuity
(1)
probabilistic framework
(1)
generative model
(1)
diffusion model
(1)
lipschitz constant
(1)
model explanation
(1)
counterfactual explanation
(1)
formal specification
(1)
jailbreak attack
(1)
adversarial prompt
(1)
stability guarantee
(1)
reasoning chain
(1)
statistical guarantee
(1)
attention pattern
(1)
Papers
Logicbreaks: A Framework for Understanding Subversion of Rule-based Inference
ICLR 2025
On The Concurrence of Layer-wise Preconditioning Methods and Provable Feature Learning
ICML 2025
Probabilistic Soundness Guarantees in LLM Reasoning Chains
EMNLP 2025
AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties
NeurIPS 2024
Stability Guarantees for Feature Attributions with Multiplicative Smoothing
NeurIPS 2023
Data-Driven System Level Synthesis
L4DC 2021