QiLU·盧琦

I am an artificial intelligence researcher interested in multimodal learning, AI agents, and AI ethics & safety. I am pursuing my undergraduate degree at HUST and previously worked as a Research Scientist at LightRead.

Unlike many of my peers, despite receiving strong offers for further graduate study, I have chosen not to pursue a master’s or doctoral degree during this pivotal era of AI. Instead, I intend to pursue independent research at the intersection of AI and finance.

Portrait of Qi Lu

Latest news

  1. A paper on video deep research was accepted to EMNLP 2026.

  2. Two papers on controllable video generation and image privacy protection were accepted to ACM MM 2026.

  3. Recognized as an Outstanding Camper at the Shanghai Innovation Institute Summer Camp 2026.

  4. A paper on diffusion image editing models was accepted to ICME 2026.

  5. Received the National Scholarship, the highest honor for undergraduates in China.

  6. A paper on segmentation models was accepted to IEEE TMM 2025.

  7. Received the National Scholarship, the highest honor for undergraduates in China.

Publications

* Equal contribution§ Corresponding author Project leader
ACM Multimedia 2026

TempJail: Temporal Jailbreak Attacks against Image-to-Video Generation Models

Qi Lu†*, Zehui Guo*, David Yuanda Gan*, Zijing Li, Hengda Zhang, Weijun Xu, Qiankun Zhang§

Project leader* Equal contribution
ACM Multimedia 2026

Imperceptible and Reversible Adversarial Examples against Vision-Language Models for Privacy Protection

Qi Lu, Ziqi Zhou, Yufei Song§, Zijing Li, Lulu Xue, Minghui Li, Shengshan Hu, Leo Yu Zhang

ICME 2026

AnyBreak: Towards Jailbreaking Any T2I Model for Any Concept

Qi Lu§*, Zehui Guo*, Yucheng Zhao, Zijing Li, Chuhan Song, Wenrui Zhu

§ Corresponding author* Equal contribution
IEEE TMM 2025

SegTrans: Transferable Adversarial Examples for Segmentation Models

Yufei Song, Ziqi Zhou§, Qi Lu, Hangtao Zhang, Yifan Hu, Lulu Xue, Shengshan Hu

Collaboration & Internship

Internship · 2024.05—Present

LightRead

Research Scientist

Education

Acknowledgements

With gratitude

In no particular order · arranged randomly.

Huazhong University of Science and Technology

Zijing Li

Founder of LightRead and LightTest. A close, long-standing academic collaborator and advisor across LightRead and LightTest.

Peking University

David Yuanda GAN

Silver Medalist in the Chinese Mathematical Olympiad (CMO). High school competition classmate and academic collaborator.

North China Electric Power University

Yiran Zhu & Wei Yang

Specializing in AI agents, AI for Science, and multimodal learning, with internships at HKUST(GZ) and USTC. Close academic collaborators and friends.

Huazhong University of Science and Technology

Shengjie Xu

Baidu intern specializing in AI for Science and Medicine. Academic collaborator and innovation competition teammate.

Southeast University

Yilun Zhu

Academic collaborator whose conversations continually spark new ideas.

Tsinghua University

Rui Li

First Prize in the Chinese High School Chemistry League. The first student from mainland China to study under Omar M. Yaghi, awarded the 2025 Nobel Prize in Chemistry. Good friend and high school classmate.

Nanjing University

Hengda Zhang

Former classmate and academic collaborator.

West China Medical Center, Sichuan University

Yibo Yang

First Prize in a high school informatics competition. High school classmate and friend.

Fudan University

Hanzhi Zhang

Former classmate and academic exchange partner.

Tongji University

Jincheng Zhu

Good homie and high school classmate.

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