Yuan Cao
~Yuan_Cao1
19
论文总数
9.5
年均投稿
平均评分
接收情况10/19
会议分布
ICLR
10
NeurIPS
8
ICML
1
发表论文 (19 篇)
202511 篇
4
Transformers Learn Bayesian Networks Autoregressively In-Context
ICLR 2025withdrawn
4
Towards Understanding Token Selection in Self-Attention: Successes and Pitfalls in Learning Random Walks
ICLR 2025Rejected
5
Towards Understanding Transformers in Learning Random Walks
NeurIPS 2025Poster
4
Understanding the Benefits of SimCLR Pre-Training in Two-Layer Convolutional Neural Networks
ICLR 2025Rejected
5
Can Transformers Perform PCA ?
ICLR 2025withdrawn
4
Understanding the Generalization of Stochastic Gradient Adam in Learning Neural Networks
NeurIPS 2025Poster
6
On the Feature Learning in Diffusion Models
ICLR 2025Poster
3
Transformer Learns Optimal Variable Selection in Group-Sparse Classification
ICLR 2025Poster
4
On the Robustness of Transformers against Context Hijacking for Linear Classification
NeurIPS 2025Poster
3
On the Robustness of Transformers against Context Hijacking for Linear Classification
ICML 2025Rejected
3
Towards Simple and Provable Parameter-Free Adaptive Gradient Methods
ICLR 2025Rejected
20248 篇
4
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context
NeurIPS 2024Poster
5
Graph Neural Networks Provably Benefit from Structural Information: A Feature Learning Perspective
ICLR 2024Rejected
5
Attention boosted Individualized Regression
NeurIPS 2024Poster
5
Global Convergence in Training Large-Scale Transformers
NeurIPS 2024Poster
4
The Implicit Bias of Adam on Separable Data
NeurIPS 2024Poster
5
Benign Overfitting in Two-Layer ReLU Convolutional Neural Networks for XOR Data
ICLR 2024Rejected
3
On the Comparison between Multi-modal and Single-modal Contrastive Learning
NeurIPS 2024Poster
4
On the Power of Multitask Representation Learning with Gradient Descent
ICLR 2024Rejected