Shaoyuan Xu
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
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Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Application Areas
(2)
Core AI
(2)
Computer Science
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
information theory
(1)
stochastic gradient
(1)
reinforcement learning
(1)
continual learning
(1)
few-shot learning
(1)
policy optimization
(1)
domain adaptation
(1)
matrix factorization
(1)
knowledge distillation
(1)
sample complexity
(1)
visual reasoning
(1)
quantile regression
(1)
multi-objective optimization
(1)
convergence rate
(1)
distributional regression
(1)
cross-modal alignment
(1)
tool use
(1)
momentum method
(1)
image-text retrieval
(1)
vision-language pre-training
(1)
Papers
CodeV: Code with Images for Faithful Visual Reasoning via Tool-Aware Policy Optimization
CVPR 2026
Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context
ACL 2026
STIMULUS: Achieving Fast Convergence and Low Sample Complexity in Stochastic Multi-Objective Learning
UAI 2025
Q-Tuning: Queue-based Prompt Tuning for Lifelong Few-shot Language Learning
NAACL 2024
KG-FLIP: Knowledge-guided Fashion-domain Language-Image Pre-training for E-commerce
ACL 2023