Publications

308 results for Pin-Yu Chen

REFINE: Inversion-Free Backdoor Defense via Model Reprogramming
- - Yukun Chen
  - Shuo Shao
  - et al.
- 2025
- ICLR 2025
Training Nonlinear Transformers for Chain-of-Thought Inference: A Theoretical Generalization Analysis
- - Hongkang Li
  - Songtao Lu
  - et al.
- 2025
- ICLR 2025
Modular Prompt Learning Improves Vision-Language Models
- - Zhenhan Huang
  - Tejaswini Pedapati
  - et al.
- 2025
- ICASSP 2025
VP-NTK: Exploring the Benefits of Visual Prompting in Differentially Private Data Synthesis
- - Chia-yi Hsu
  - Jia You Chen
  - et al.
- 2025
- ICASSP 2025
When Does Visual Prompting Outperform Linear Probing for Vision-Language Models? A Likelihood Perspective
- - Hsi-ai Tsao
  - Lei Hsiung
  - et al.
- 2025
- ICASSP 2025
Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models
- - Xiaomeng Xu
  - Pin-Yu Chen
  - et al.
- 2025
- AAAI 2025
Retention Score: Quantifying Jailbreak Risks for Vision Language Models
- - Zhaitang Li
  - Pin-Yu Chen
  - et al.
- 2025
- AAAI 2025
From PEFT to DEFT: Parameter Efficient Finetuning for Reducing Activation Density in Transformers
- - Bharat Runwal
  - Tejaswini Pedapati
  - et al.
- 2025
- AAAI 2025
CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling
- - Kaiyuan Zhang
  - Siyuan Cheng
  - et al.
- 2025
- NDSS 2025
GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models
- - Zhaitang Li
  - Pin-Yu Chen
  - et al.
- 2024
- NeurIPS 2024