Stefanie Jegelka
~Stefanie_Jegelka3
34
论文总数
17.0
年均投稿
平均评分
接收情况26/34
会议分布
ICLR
20
NeurIPS
11
ICML
3
发表论文 (34 篇)
202519 篇
5
Higher-Order Graphon Neural Networks: Approximation and Cut Distance
ICLR 2025Spotlight
4
Generalization Bounds for Canonicalization: A Comparative Study with Group Averaging
ICLR 2025Poster
4
Generalization, Expressivity, and Universality of Graph Neural Networks on Attributed Graphs
ICLR 2025Poster
4
Are Synthetic Classifiers Really as Good as Real Classifiers?
ICLR 2025Rejected
5
Learning Efficient Positional Encodings with Graph Neural Networks
ICLR 2025Poster
5
Learning with Exact Invariances in Polynomial Time
ICML 2025Spotlight
4
On the Emergence of Position Bias in Transformers
ICML 2025Poster
3
Computing Optimal Regularizers for Online Linear Optimization
ICLR 2025withdrawn
4
Learning with Exact Invariances in Polynomial Time
ICLR 2025Rejected
4
$\texttt{G1}$: Teaching LLMs to Reason on Graphs with Reinforcement Learning
NeurIPS 2025Poster
3
Learning on LoRAs: GL-Equivariant Processing of Low-Rank Weight Spaces for Large Finetuned Models
ICLR 2025Rejected
5
On the Role of Depth and Looping for In-Context Learning with Task Diversity
ICLR 2025Rejected
4
An Information Criterion for Controlled Disentanglement of Multimodal Data
ICLR 2025Poster
4
Learning Diffusion Models with Flexible Representation Guidance
NeurIPS 2025Poster
3
Learning Linear Attention in Polynomial Time
NeurIPS 2025Oral
5
What is Wrong with Perplexity for Long-context Language Modeling?
ICLR 2025Poster
5
Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness
ICLR 2025Poster
4
Geometric Algorithms for Neural Combinatorial Optimization with Constraints
NeurIPS 2025Poster
5
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation
ICML 2025Oral
202415 篇
4
Context is Environment
ICLR 2024Poster
4
A Poincaré Inequality and Consistency Results for Signal Sampling on Large Graphs
ICLR 2024Spotlight
4
A Canonicalization Perspective on Invariant and Equivariant Learning
NeurIPS 2024Poster
3
On the Role of Attention Masks and LayerNorm in Transformers
NeurIPS 2024Poster
3
Optimal algorithms for group distributionally robust optimization and beyond
ICLR 2024withdrawn
5
A Theoretical Understanding of Self-Correction through In-context Alignment
NeurIPS 2024Poster
3
On the hardness of learning under symmetries
ICLR 2024Spotlight
4
The Empirical Impact of Neural Parameter Symmetries, or Lack Thereof
NeurIPS 2024Poster
3
In-Context Symmetries: Self-Supervised Learning through Contextual World Models
NeurIPS 2024Poster
4
Are Graph Neural Networks Optimal Approximation Algorithms?
NeurIPS 2024Spotlight
4
Simplicity Bias of SGD via Sharpness Minimization
ICLR 2024Rejected
-
Are Graph Neural Networks Optimal Approximation Algorithms?
ICLR 2024withdrawn
4
Structuring Representation Geometry with Rotationally Equivariant Contrastive Learning
ICLR 2024Poster
5
On the Stability of Expressive Positional Encodings for Graphs
ICLR 2024Poster
4
Understanding the Role of Equivariance in Self-supervised Learning
NeurIPS 2024Poster