Shaotian Yan
8 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Cross-Pollinator (8)
πΊοΈ
Taxonomy Completionist
(19)
β‘
Prolific Year
(6)
Conferences
EMNLP (2)
NAACL (2)
ACL (1)
CVPR (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
prompt engineering
(2)
large language model
(2)
chain-of-thought prompting
(2)
few-shot learning
(2)
logical reasoning
(1)
visual question answering
(1)
learning theory
(1)
chain-of-thought reasoning
(1)
probabilistic modeling
(1)
multimodal learning
(1)
image captioning
(1)
model interpretability
(1)
posterior probability
(1)
semantic information
(1)
parameter efficient fine-tuning
(1)
parameter-efficient fine-tuning
(1)
vision language model
(1)
vision-language model
(1)
multimodal large language model
(1)
mathematical reasoning
(1)
Papers
Concise and Organized Perception Facilitates Reasoning in Large Language Models
NAACL 2025
Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning
ACL 2025
Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models
ICLR 2025
From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks
NAACL 2025
Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs
EMNLP 2025
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning
EMNLP 2025
Instance-adaptive Zero-shot Chain-of-Thought Prompting
NIPS 2024
MPC: Multi-View Probabilistic Clustering
CVPR 2022