Publications

309 results for Pin-Yu Chen

A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques
- - Megh Thakkar
  - Quentin Fournier
  - et al.
- 2024
- ACL 2024
Duwak: Dual Watermarks in Large Language Models
- - Chaoyi Zhu
  - Jeroen Galjaard
  - et al.
- 2024
- ACL 2024
Computational Complexity of Verifying the Group No-show Paradox
- - Farhad Mohsin
  - Qishen Han
  - et al.
- 2024
- IJCAI 2024
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts
- - Mohammed Nowaz Rabbani Chowdhury
  - Meng Wang
  - et al.
- 2024
- ICML 2024
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark
- - Yihua Zhang
  - Pingzhi Li
  - et al.
- 2024
- ICML 2024
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning
- - Shuai Zhang
  - Heshan Fernando
  - et al.
- 2024
- ICML 2024
What Improves the Generalization of Graph Transformers? A Theoretical Dive into the Self-attention and Positional Encoding
- - Hongkang Li
  - Meng Wang
  - et al.
- 2024
- ICML 2024
How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?
- - Hongkang Li
  - Meng Weng
  - et al.
- 2024
- ICML 2024
What Would Gauss Say About Representations? Probing Pretrained Image Models using Synthetic Gaussian Benchmarks
- - Irene Ko
  - Pin-Yu Chen
  - et al.
- 2024
- ICML 2024
Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning
- - Zhiyuan He
  - Yijun Yang
  - et al.
- 2024
- ICML 2024