Byung-Kwan Lee
10 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (31) π Interdisciplinary Bridge
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Conference Polyglot
(6)
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Cross-Pollinator
(14)
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Century Club
(10)
ποΈ
Keyword Collector
(50)
π₯
Unstoppable
(5)
Conferences
CVPR (3)
ICCV (2)
NIPS (2)
ACL (1)
ECCV (1)
EMNLP (1)
Top co-authors
Keywords
adversarial robustness
(3)
visual instruction tuning
(3)
vision language model
(3)
model compression
(3)
adversarial example
(2)
causal inference
(2)
vision-language model
(2)
large language model
(2)
adversarial training
(1)
multimodal learning
(1)
information bottleneck
(1)
network pruning
(1)
conversational ai
(1)
efficient inference
(1)
in-context learning
(1)
benchmark evaluation
(1)
language model
(1)
state space model
(1)
mamba architecture
(1)
knowledge distillation
(1)
Papers
MultiVerse: A Multi-Turn Conversation Benchmark for Evaluating Large Vision and Language Models
ICCV 2025
VLsI: Verbalized Layers-to-Interactions from Large to Small Vision Language Models
CVPR 2025
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models
NIPS 2024
MoAI: Mixture of All Intelligence for Large Language and Vision Models
ECCV 2024
TroL: Traversal of Layers for Large Language and Vision Models
EMNLP 2024
CoLLaVO: Crayon Large Language and Vision mOdel
ACL 2024
Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning
ICCV 2023
Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression
CVPR 2023
Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network
CVPR 2022
Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck
NIPS 2021