3 papers
cs.CR2026
The Fragility of Jailbreak Robustness Across Operational States
Yuna Park, Hwang Youn Kim, Yujin Kim +3
Existing jailbreak evaluations typically characterize robustness using a single attack success rate (ASR) measured in a default configuration (the vanilla state). However, user-LLM…
cs.AR2025
Ditto: Accelerating Diffusion Model via Temporal Value Similarity
Sungbin Kim, Hyunwuk Lee, Wonho Cho +2
Diffusion models achieve superior performance in image generation tasks. However, it incurs significant computation overheads due to its iterative structure. To address these overh…
cs.CV2024
REPrune: Channel Pruning via Kernel Representative Selection
Mincheol Park, Dongjin Kim, Cheonjun Park +4
Channel pruning is widely accepted to accelerate modern convolutional neural networks (CNNs). The resulting pruned model benefits from its immediate deployment on general-purpose s…