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Xinqi Lyu
PhD student, Department of Computing, The Hong Kong Polytechnic University
Joined
October 2024
Names
Xinqi Lyu
(Preferred)
,
XINQI LYU
,
XINQI LV
,
Xinqi LYU
Emails
****@connect.polyu.hk
(Confirmed)
Personal Links
Google Scholar
Career & Education History
PhD student
Department of Computing,
The Hong Kong Polytechnic University
(connect.polyu.hk)
2023
–
Present
MS student
School of Computer Science and Engineering,
Central South University
(csu.edu.cn)
2020
–
2023
Undergrad student
School of Computer Science and Engineering,
Central South University
(csu.edu.cn)
2016
–
2020
Advisors, Relations & Conflicts
PhD Advisor
Bin Xiao
2023
–
Present
Coauthor
Jianliang Gao
2020
–
2023
Coauthor
Xiangyue Liu
2020
–
2023
Coauthor
Jiamin Chen
2020
–
2023
Coauthor
Yibo Chen
2020
–
2023
Coauthor
Zhiyi Jiang
2020
–
2022
Coauthor
Xiangchi Zhang
2020
–
2022
Expertise
AI security
2023
–
Present
GNN
,
Time Series Prediction
,
Knowledge Graph
2020
–
2023
Publications
Jailbreaking Multimodal Large Language Models Through Video Prompts
Dong Wang
,
Xiangyu He
,
Xinqi Lyu
,
Bin Xiao
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Jointly Optimized Backdoor Attack against Retrieval-Augmented Diffusion Models
Xinqi Lyu
,
Yihao LIU
,
Dong Wang
,
Bin Xiao
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
StyleGuard: Preventing Text-to-Image-Model-based Style Mimicry Attacks by Style Perturbations
Yanjie Li
,
Wenxuan Zhang
,
Xinqi LYU
,
Yihao LIU
,
Bin Xiao
NeurIPS 2025 poster
Readers:
Everyone
LOMIA: Label-Only Membership Inference Attacks against Pre-trained Large Vision-Language Models
Yihao LIU
,
Xinqi LYU
,
Dong Wang
,
Yanjie Li
,
Bin Xiao
NeurIPS 2025 poster
Readers:
Everyone
Co-Authors
Bin Xiao
Dong Wang
Wenxuan Zhang
Xiangyu He
Yanjie Li
Yihao LIU