ShengYun Peng
6 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Cross-Pollinator (13) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
Conferences
AAAI (1)
ACL (1)
CVPR (1)
EMNLP (1)
ICCV (1)
IJCAI (1)
Top co-authors
Keywords
interactive visualization
(2)
model interpretability
(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
LLM Attributor: Interactive Visual Attribution for LLM Generation
AAAI 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
CompCap: Improving Multimodal Large Language Models with Composite Captions
ICCV 2025
Interactive Visual Learning for Stable Diffusion
IJCAI 2024
DetectorDetective: Investigating the Effects of Adversarial Examples on Object Detectors
CVPR 2022