Pin-Yu Chen

19

Papers

245

Total Citations

Papers (19)

Ring-A-Bell! How Reliable are Concept Removal Methods For Diffusion Models?

Large Language Models are Efficient Learners of Noise-Robust Speech Recognition

It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition

From PEFT to DEFT: Parameter Efficient Finetuning for Reducing Activation Density in Transformers

PSBD: Prediction Shift Uncertainty Unlocks Backdoor Detection

Large Language Models can Become Strong Self-Detoxifiers

Overload: Latency Attacks on Object Detection for Edge Devices

Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift

Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts

Larimar: Large Language Models with Episodic Memory Control

What Would Gauss Say About Representations? Probing Pretrained Image Models using Synthetic Gaussian Benchmarks

Position: TrustLLM: Trustworthiness in Large Language Models

A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts

Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning

SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning

Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark

What Improves the Generalization of Graph Transformers? A Theoretical Dive into the Self-attention and Positional Encoding

How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?

Learning Optimal Projection for Forecast Reconciliation of Hierarchical Time Series