Jiayang Meng

12 papers A* 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
DP-aware AdaLN-Zero: Taming Conditioning-Induced Heavy-Tailed Gradients in Differentially Private Diffusion.
CoRR
Tao Huang, Jiayang Meng, Xu Yang, Chen Hou, Hong Chen
2026 A* conf
Enhanced Privacy Leakage from Noise-Perturbed Gradients via Gradient-Guided Conditional Diffusion Models.
AAAI
Jiayang Meng, Tao Huang, Hong Chen, Chen Hou, Guolong Zheng
2026 J jnl
Mitigating Membership Inference in Intermediate Representations via Layer-wise MIA-risk-aware DP-SGD.
CoRR
Jiayang Meng, Tao Huang, Chen Hou, Guolong Zheng, Hong Chen
2026 J jnl
Observable Channels, Not Just Storage: Evaluating Privacy Leakage in LLM Agent Pipelines.
CoRR
Tao Huang, Chen Hou, Guosen Wu, Jiayang Meng
2025 J jnl
Enhanced Privacy Leakage from Noise-Perturbed Gradients via Gradient-Guided Conditional Diffusion Models.
CoRR
Jiayang Meng, Tao Huang, Hong Chen, Chen Hou, Guolong Zheng
2025 J jnl
Real-Time Privacy Risk Measurement with Privacy Tokens for Gradient Leakage.
CoRR
Jiayang Meng, Tao Huang, Hong Chen, Xin Shi, Qingyu Huang, Chen Hou
2024 J jnl
Enhancing DP-SGD through Non-monotonous Adaptive Scaling Gradient Weight.
CoRR
Tao Huang, Qingyu Huang, Xin Shi, Jiayang Meng, Guolong Zheng, Xu Yang, Xun Yi
2024 J jnl
Gradient-Guided Conditional Diffusion Models for Private Image Reconstruction: Analyzing Adversarial Impacts of Differential Privacy and Denoising.
CoRR
Tao Huang, Jiayang Meng, Hong Chen, Guolong Zheng, Xu Yang, Xun Yi, Hua Wang
2024 J jnl
Intermediate Outputs Are More Sensitive Than You Think.
CoRR
Tao Huang, Qingyu Huang, Jiayang Meng
2024 J jnl
Is Diffusion Model Safe? Severe Data Leakage via Gradient-Guided Diffusion Model.
CoRR
Jiayang Meng, Tao Huang, Hong Chen, Cuiping Li
2024 J jnl
Machine Unlearning with Minimal Gradient Dependence for High Unlearning Ratios.
CoRR
Tao Huang, Ziyang Chen, Jiayang Meng, Qingyu Huang, Xu Yang, Xun Yi, Ibrahim Khalil
2016 — conf
ABS: Agent-Based Scheduling for Data-Intensive Workflow in Software-as-a-Service Environments.
CBD
Huangke Chen, Jiayang Meng, Jianghan Zhu, Jianjiang Wang