Xiaosong Yuan
7 papers · 2024–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI · Artificial Intelligence
(7)
Deep Learning
(3)
Computer Vision
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Applications · Natural Language Processing
(1)
Applications · Computer Vision
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
attention pattern
(2)
large language model
(2)
hallucination mitigation
(2)
information flow
(2)
vision-language model
(2)
chain-of-thought prompting
(2)
chain-of-thought reasoning
(1)
multimodal learning
(1)
image captioning
(1)
model interpretability
(1)
semantic information
(1)
parameter-efficient fine-tuning
(1)
multimodal large language model
(1)
soft prompt
(1)
large vision-language model
(1)
complex reasoning
(1)
prompt tuning
(1)
shapley value
(1)
zero-shot reasoning
(1)
reasoning task
(1)
Papers
ART: Attention Replacement Technique to Improve Factuality in LLMs
ACL 2026
Reasoning Fails Where Step Flow Breaks
ACL 2026
From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks
NAACL 2025
Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach
ICLR 2025
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning
EMNLP 2025
Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs
EMNLP 2025
Instance-adaptive Zero-shot Chain-of-Thought Prompting
NeurIPS 2024