Publications

337 results for Pin-Yu Chen

Scaling Laws in Model Fine-tuning for Audio DeepFake Detection
- - Xiang Li
  - Pin-Yu Chen
  - et al.
- 2026
- ICML 2026
Conference paper
How Can Mamba Learn In Context with Outliers and Generalize Provably?
- - Hongkang Li
  - Songtao Lu
  - et al.
- 2026
- ICML 2026
Conference paper
ProbeLLM: Automating Principled Diagnosis of LLM Failures
- - Yue Huang
  - Zhengzhe Jiang
  - et al.
- 2026
- ICML 2026
Conference paper
Capability-Oriented Training Induced Alignment Risk
- - Yujun Zhou
  - Yue Huang
  - et al.
- 2026
- ICML 2026
Conference paper
The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search
- - Rongzhe Wei
  - Peizhi Niu
  - et al.
- 2026
- ICML 2026
Conference paper
Computational Safety for Generative AI: A Hypothesis Testing Perspective
- - Pin-Yu Chen
- 2026
- ICML 2026
Workshop paper
Pre-training Tensor-Train Networks Facilitates Machine Learning with Variational Quantum Circuits
- - Jun Qi
  - Chao-han Huck Yang
  - et al.
- 2026
- ICASSP 2026
Conference paper
Sparse Gradient Compression for Fine-Tuning Large Language Models
- - David H. Yang
  - Mohammad Mohammadi Amiri
  - et al.
- 2026
- ICASSP 2026
Conference paper
Visual Prompting Reimagined: The Power of Activation Prompts
- - Yihua Zhang
  - Hongkang Li
  - et al.
- 2026
- AISTATS 2026
Conference paper
Building a Foundational Guardrail for General Agentic Systems via Synthetic Data
- - Yue Huang
  - Hang Hua
  - et al.
- 2026
- ICLR 2026
Conference paper