Author

Yiming Li

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Preprint Oct 2026

LETHE: Defending against Unauthorized Image-to-Video Generation via Value Diversity Collapse

Image-to-video (I2V) diffusion models can animate a single reference image into high-quality, subject-consistent videos, posing threats of misuse as anyone can turn personal photos into fabricated videos without consent. A promising solution is to proactively add an adversarial perturbation to the image before release,...

Bo-Heng Li, Yue-Ming Xing, Yi-Ming Li et al. · 1 citation

2025

Accurate KV Cache Eviction via Anchor Direction Projection for Efficient LLM Inference

A novel method, namely AnDPro, is proposed, which introduces a projection-based scoring function to more accurately measure token importance and guide more accurate token selection in key-Value cache eviction.

Zijie Geng, Jie Wang, Ziqi Liu et al. · Neural Information Processin... · 6 citations