Shaotian Yan
8 papers · 2022–2025 · 6 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 · Bronze
🗺️
Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
⚡
Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI · Artificial Intelligence
(7)
Machine Learning
(4)
Deep Learning
(2)
Core Methods
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI · Computer Vision
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
large language model
(3)
few-shot learning
(3)
prompt engineering
(2)
vision-language model
(2)
chain-of-thought prompting
(2)
attention pattern
(2)
visual question answering
(1)
logical reasoning
(1)
learning theory
(1)
multimodal learning
(1)
image captioning
(1)
model interpretability
(1)
posterior probability
(1)
semantic information
(1)
chain-of-thought reasoning
(1)
probabilistic modeling
(1)
hallucination mitigation
(1)
multimodal large language model
(1)
low-rank optimization
(1)
parameter-efficient fine-tuning
(1)
Papers
Concise and Organized Perception Facilitates Reasoning in Large Language Models
NAACL 2025
Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models
ICLR 2025
Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning
ACL 2025
From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks
NAACL 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
MPC: Multi-View Probabilistic Clustering
CVPR 2022