Publications

308 results for Pin-Yu Chen

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
Position: TRUSTLLM: Trustworthiness in Large Language Models
- - Yue Huang
  - Lichao Sun
  - 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
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
Language Agnostic Code Embeddings
- - Saiteja Utpala
  - Alex Gu
  - et al.
- 2024
- NAACL 2024
CURE: A deep learning framework pre-trained on large-scale patient data for treatment effect estimation
- - Ruoqi Liu
  - Pin-Yu Chen
  - et al.
- 2024
- Patterns