Publications

309 results for Pin-Yu Chen

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
How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?
- - Hongkang Li
  - Meng Weng
  - 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
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark
- - Yihua Zhang
  - Pingzhi Li
  - et al.
- 2024
- ICML 2024
Network properties determine neural network performance
- - Chunheng Jiang
  - Zhenhan Huang
  - et al.
- 2024
- Nature Communications
Learning on Transformers is Provable Low-Rank and Sparse: A One-layer Analysis
- - Hongkang Li
  - Meng Wang
  - et al.
- 2024
- SAM 2024
How Do Nonlinear Transformers Acquire Generalization-Guaranteed CoT Ability?
- - Hongkang Li
  - Meng Weng
  - et al.
- 2024
- ICML 2024
Language Agnostic Code Embeddings
- - Saiteja Utpala
  - Alex Gu
  - et al.
- 2024
- NAACL 2024
Uncovering the Hidden Cost of Model Compression
- - Diganta Misra
  - Muawiz Chaudhary
  - et al.
- 2024
- CVPRW 2024
Overload: Latency Attacks on Object Detection for Edge Devices
- - Erh-Chung Chen
  - Pin-Yu Chen
  - et al.
- 2024
- CVPR 2024