Jiayang Meng

According to our database, Jiayang Meng authored at least 11 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Observable Channels, Not Just Storage: Evaluating Privacy Leakage in LLM Agent Pipelines.

Tao Huang, Chen Hou, Guosen Wu, Jiayang Meng

CoRR, March, 2026

Mitigating Membership Inference in Intermediate Representations via Layer-wise MIA-risk-aware DP-SGD.

Jiayang Meng, Tao Huang, Chen Hou, Guolong Zheng, Hong Chen

CoRR, February, 2026

DP-aware AdaLN-Zero: Taming Conditioning-Induced Heavy-Tailed Gradients in Differentially Private Diffusion.

Tao Huang, Jiayang Meng, Xu Yang, Chen Hou, Hong Chen

CoRR, February, 2026

Enhanced Privacy Leakage from Noise-Perturbed Gradients via Gradient-Guided Conditional Diffusion Models.

Jiayang Meng, Tao Huang, Hong Chen, Chen Hou, Guolong Zheng

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Real-Time Privacy Risk Measurement with Privacy Tokens for Gradient Leakage.

Jiayang Meng, Tao Huang, Hong Chen, Xin Shi, Qingyu Huang, Chen Hou

CoRR, February, 2025

2024

Intermediate Outputs Are More Sensitive Than You Think.

Tao Huang, Qingyu Huang, Jiayang Meng

CoRR, 2024

Enhancing DP-SGD through Non-monotonous Adaptive Scaling Gradient Weight.

Tao Huang, Qingyu Huang, Xin Shi, Jiayang Meng, Guolong Zheng, Xu Yang, Xun Yi

CoRR, 2024

Gradient-Guided Conditional Diffusion Models for Private Image Reconstruction: Analyzing Adversarial Impacts of Differential Privacy and Denoising.

Tao Huang, Jiayang Meng, Hong Chen, Guolong Zheng, Xu Yang, Xun Yi, Hua Wang

CoRR, 2024

Machine Unlearning with Minimal Gradient Dependence for High Unlearning Ratios.

Tao Huang, Ziyang Chen, Jiayang Meng, Qingyu Huang, Xu Yang, Xun Yi, Ibrahim Khalil

CoRR, 2024

Is Diffusion Model Safe? Severe Data Leakage via Gradient-Guided Diffusion Model.

Jiayang Meng, Tao Huang, Hong Chen, Cuiping Li

CoRR, 2024

2016

ABS: Agent-Based Scheduling for Data-Intensive Workflow in Software-as-a-Service Environments.

Huangke Chen, Jiayang Meng, Jianghan Zhu, Jianjiang Wang

Proceedings of the International Conference on Advanced Cloud and Big Data, 2016