Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

Date

Start

End

Featured collections

Popular topics

275 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
Learning Optimal Projection for Forecast Reconciliation of Hierarchical Time Series
- - Asterios Tsiourvas
  - Wei Sun
  - 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
Larimar: Large Language Models with Episodic Memory Control
- - Payel Das
  - SUBHAJIT CHAUDHURY
  - 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
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
Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts
- - Zhi-yi Chin
  - Chieh-ming Jiang
  - et al.
- 2024
- ICML 2024
It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition
- - Chen Chen
  - Ruizhe Li
  - et al.
- 2024
- ICLR 2024
Ring-A-Bell! How Reliable are Concept Removal Methods For Diffusion Models?
- - Yu-Lin Tsai
  - Chia-yi Hsu
  - et al.
- 2024
- ICLR 2024