ShengYun Peng
6 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(3)
Computer Vision
(2)
Deep Learning
(2)
Application Areas
(2)
Natural Language Processing
(1)
Analysis
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
model interpretability
(2)
interactive visualization
(2)
text generation
(1)
image captioning
(1)
vision-language alignment
(1)
model analysis
(1)
saliency map
(1)
adversarial attack
(1)
generative model
(1)
diffusion model
(1)
training data attribution
(1)
multimodal large language model
(1)
inference optimization
(1)
model scaling
(1)
stable diffusion
(1)
adversarial example
(1)
video-language model
(1)
model interpretation
(1)
faster r-cnn
(1)
llm safety
(1)
Papers
CompCap: Improving Multimodal Large Language Models with Composite Captions
ICCV 2025
Inference Compute-Optimal Video Vision Language Models
ACL 2025
Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety
EMNLP 2025
LLM Attributor: Interactive Visual Attribution for LLM Generation
AAAI 2025
Interactive Visual Learning for Stable Diffusion
IJCAI 2024
DetectorDetective: Investigating the Effects of Adversarial Examples on Object Detectors
CVPR 2022