Mathias Niepert
~Mathias_Niepert1
20
论文总数
10.0
年均投稿
平均评分
接收情况18/20
会议分布
ICLR
8
NeurIPS
8
ICML
4
发表论文 (20 篇)
202514 篇
3
Physics-Informed Weakly Supervised Learning For Interatomic Potentials
ICML 2025Poster
4
Physics-Informed Weakly Supervised Learning for Interatomic Potentials
ICLR 2025Rejected
5
Learning (Approximately) Equivariant Networks via Constrained Optimization
NeurIPS 2025Oral
4
Discrete Copula Diffusion
ICLR 2025Poster
4
CALM-PDE: Continuous and Adaptive Convolutions for Latent Space Modeling of Time-dependent PDEs
NeurIPS 2025Spotlight
4
Tractable Transformers for Flexible Conditional Generation
ICML 2025Poster
3
Learning to Discretize Denoising Diffusion ODEs
ICLR 2025Oral
4
Active Learning for Neural PDE Solvers
ICLR 2025Poster
4
Rao-Blackwell Gradient Estimators for Equivariant Denoising Diffusion
NeurIPS 2025Poster
4
Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching
ICML 2025Poster
3
On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation
ICML 2025Poster
5
How Many Tokens Do 3D Point Cloud Transformer Architectures Really Need?
NeurIPS 2025Poster
4
ExGra-Med: Extended Context Graph Alignment for Medical Vision-Language Models
NeurIPS 2025Poster
4
LoGra-Med: Long-Context Multi-Graph Alignment for Medical Visual-Language Models
ICLR 2025withdrawn
20246 篇
4
Image Inpainting via Tractable Steering of Diffusion Models
ICLR 2024Poster
3
Tractable Probabilistic Graph Representation Learning with Graph-Induced Sum-Product Networks
ICLR 2024Poster
4
Probabilistic Graph Rewiring via Virtual Nodes
NeurIPS 2024Poster
3
Probabilistically Rewired Message-Passing Neural Networks
ICLR 2024Poster
3
Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passing
NeurIPS 2024Poster
4
Accelerating Transformers with Spectrum-Preserving Token Merging
NeurIPS 2024Poster