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Zhili Liu

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Eyes Closed, Safety On: Protecting Multimodal LLMs via Image-to-Text Transformation

Mar 14, 2024
Yunhao Gou, Kai Chen, Zhili Liu, Lanqing Hong, Hang Xu, Zhenguo Li, Dit-Yan Yeung, James T. Kwok, Yu Zhang

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MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric

Mar 12, 2024
Haokun Lin, Haoli Bai, Zhili Liu, Lu Hou, Muyi Sun, Linqi Song, Ying Wei, Zhenan Sun

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Task-customized Masked AutoEncoder via Mixture of Cluster-conditional Experts

Feb 08, 2024
Zhili Liu, Kai Chen, Jianhua Han, Lanqing Hong, Hang Xu, Zhenguo Li, James T. Kwok

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PROXYQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models

Jan 26, 2024
Haochen Tan, Zhijiang Guo, Zhan Shi, Lu Xu, Zhili Liu, Xiaoguang Li, Yasheng Wang, Lifeng Shang, Qun Liu, Linqi Song

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Mixture of Cluster-conditional LoRA Experts for Vision-language Instruction Tuning

Dec 19, 2023
Yunhao Gou, Zhili Liu, Kai Chen, Lanqing Hong, Hang Xu, Aoxue Li, Dit-Yan Yeung, James T. Kwok, Yu Zhang

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TrackDiffusion: Multi-object Tracking Data Generation via Diffusion Models

Dec 01, 2023
Pengxiang Li, Zhili Liu, Kai Chen, Lanqing Hong, Yunzhi Zhuge, Dit-Yan Yeung, Huchuan Lu, Xu Jia

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Geom-Erasing: Geometry-Driven Removal of Implicit Concept in Diffusion Models

Oct 13, 2023
Zhili Liu, Kai Chen, Yifan Zhang, Jianhua Han, Lanqing Hong, Hang Xu, Zhenguo Li, Dit-Yan Yeung, James Kwok

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DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning

May 04, 2023
Enze Xie, Lewei Yao, Han Shi, Zhili Liu, Daquan Zhou, Zhaoqiang Liu, Jiawei Li, Zhenguo Li

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