Publications

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
Robust Sparse Estimation for Gaussians with Optimal Error under Huber Contamination
- - Ilias Diakonikolas
  - Daniel Kane
  - et al.
- 2024
- ICML 2024
Federated Neuro-Symbolic Learning
- - Pengwei Xing
  - Songtao Lu
  - et al.
- 2024
- ICML 2024
A New Theoretical Perspective on Data Heterogeneity in Federated Averaging
- - Jiayi Wang
  - Shiqiang Wang
  - et al.
- 2024
- ICML 2024
Graph2Tac: Online Representation Learning of Formal Math Concepts
- - Lasse Blaauwbroek
  - Miroslav Olšák
  - 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
Larimar: Large Language Models with Episodic Memory Control
- - Payel Das
  - SUBHAJIT CHAUDHURY
  - et al.
- 2024
- ICML 2024
3D-VLA: A 3D Vision-Language-Action Generative World Model
- - Haoyu Zhen
  - Xiaowen Qiu
  - 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
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning
- - Shuai Zhang
  - Heshan Fernando
  - et al.
- 2024
- ICML 2024