Publications

Distributed Bilevel Optimization with Communication Compression
- - Yutong He
  - Jie Hu
  - et al.
- 2024
- ICML 2024
Federated Neuro-Symbolic Learning
- - Pengwei Xing
  - Songtao Lu
  - et al.
- 2024
- ICML 2024
Graph2Tac: Online Representation Learning of Formal Math Concepts
- - Lasse Blaauwbroek
  - Miroslav Olšák
  - 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
LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits
- - Chen-chia Chang
  - Yikang Shen
  - 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