Xiaoyuan Liu
10 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (28) 💎 Century Club · Bronze
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Artificial Intelligence
(9)
Machine Learning
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Core AI · Artificial Intelligence
(8)
Application Areas
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Deep Learning
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Learning Types · Machine Learning
(4)
Natural Language Processing
(2)
Architectures
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Learning Types · Deep Learning
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Computer Vision
(1)
Applications
(1)
Core AI · Computer Vision
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Core Methods
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Learning Paradigms · Machine Learning
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Learning Paradigms · Artificial Intelligence
(1)
Keywords
multimodal large language model
(2)
benchmark evaluation
(2)
domain generalization
(1)
few-shot learning
(1)
visual question answering
(1)
transfer learning
(1)
ensemble learning
(1)
commonsense knowledge
(1)
natural language processing
(1)
text classification
(1)
image restoration
(1)
mathematical reasoning
(1)
attention mechanism
(1)
prompt engineering
(1)
adversarial learning
(1)
scene graph generation
(1)
automatic speech recognition
(1)
distribution shift
(1)
benchmark dataset
(1)
representation learning
(1)
Papers
Curing Miracle Steps in LLM Mathematical Reasoning with Rubric Rewards
ACL 2026
IO-RAE: Information-Obfuscation Reversible Adversarial Example for Audio Privacy Protection
AAAI 2026
AI Sees Your Location—But With A Bias Toward The Wealthy World
EMNLP 2025
Can’t See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs
ACL 2025
Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs
ACL 2025
MetaScope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy
ICCV 2025
Effective and Efficient Federated Tree Learning on Hybrid Data
ICLR 2024
Predicate Debiasing in Vision-Language Models Integration for Scene Graph Generation Enhancement
EMNLP 2024
Sentence-aware Adversarial Meta-Learning for Few-Shot Text Classification
COLING 2022
Pretrained Transformers Improve Out-of-Distribution Robustness
ACL 2020