Lingjuan Lyu

Global Team Head, Sony Research, Sony

Joined

November 2017

Names

Lingjuan Lyu

Emails

****@student.unimelb.edu.au (Confirmed)

****@gmail.com (Confirmed)

****@sony.com (Confirmed)

Personal Links

Career & Education History

Global Team Head

Sony Research, Sony (sony.com)

2021 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

foundation models

federated learning

data synthesis

privacy and security

IP protection

AIGC

2015 – Present

Publications

Structured Multi-step Jailbreaking under a Hamiltonian Generative Formulation
Zihan Zhou, Yang Zhou, Jianghai Yu, Lingjuan Lyu, Longwei Wang, KC Santosh, Ruoming Jin, Dejing Dou
- ICML 2026
- Readers: Everyone
On the Limits of Token Reduction for Efficient Unified Vision Language Training
Siyi Chen, Weiming Zhuang, Jingtao Li, Lingjuan Lyu
- EDGE Poster
- Readers: Everyone
Training-Free Layout-to-Image Generation with Marginal Attention Constraints
Huancheng Chen, Jingtao Li, Weiming Zhuang, Haris Vikalo, Lingjuan Lyu
- EDGE Poster
- Readers: Everyone
SacFL: Self-Adaptive Federated Continual Learning for Resource-Constrained End Devices
Zhengyi Zhong, Weidong Bao, Ji Wang, Jianguo Chen, Lingjuan Lyu, Wei Yang Bryan Lim
- OpenReview Archive Direct Upload
- Readers: Everyone
Unlearning through Knowledge Overwriting: Reversible Federated Unlearning via Selective Sparse Adapter
Zhengyi Zhong, Weidong Bao, Ji Wang, Shuai Zhang, Jingxuan Zhou, Lingjuan Lyu, Wei Yang Bryan Lim
- OpenReview Archive Direct Upload
- Readers: Everyone
Automatic Dialectic Jailbreak: A Framework for Generating Effective Jailbreak Strategies
Jianghai Yu, Yang Zhou, Zihan Zhou, Lingjuan Lyu, Da Yan, Ruoming Jin, Dejing Dou
- ICLR 2026 Poster
- Readers: Everyone
DD-Ranking: Rethinking the Evaluation of Dataset Distillation
Zekai Li, Xinhao Zhong, Mengxuan Wu, Samir Khaki, Zhiyuan Liang, Yuhao Zhou, Mingjia Shi, Ziqiao Wang, Xuanlei Zhao, Wangbo Zhao, Ziheng Qin, Pengfei Zhou, Haonan Wang, David Junhao Zhang, Jia-Wei Liu, Shaobo Wang, Dai Liu, Linfeng Zhang, Guang Li, Kun Wang et al. (32 additional authors not shown)
- Submitted to ICLR 2026
- Readers: Everyone
Stealthy Jailbreaking Attacks via Hyperbolic Hamiltonian Dynamics and Möbius Fusion
Zihan Zhou, Yang Zhou, Jianghai Yu, Ruoming Jin, Dejing Dou, Lingjuan Lyu, Da Yan
- Submitted to ICLR 2026
- Readers: Everyone
SHIELD: A Benchmark Study on Zero-Shot Detection of AI-Edited Images with Vision Language Models
Siyuan Cheng, Hanxi Guo, Zhenting Wang, Xiangyu Zhang, Lingjuan Lyu
- NeurIPS 2025 Workshop GenProCC
- Readers: Everyone
EnTruth: Tracing the Unauthorized Dataset Usage in Diffusion Models
Jie Ren, Yingqian Cui, Chen Chen, Yue Xing, Hui Liu, Lingjuan Lyu
- NeurIPS 2025 Workshop GenProCC
- Readers: Everyone

View all 95 publications

Co-Authors

View all 320 co-authors