Michael M. Bronstein
~Michael_M._Bronstein1
48
论文总数
24.0
年均投稿
平均评分
接收情况33/48
会议分布
ICLR
27
NeurIPS
14
ICML
6
COLM
1
发表论文 (48 篇)
202532 篇
5
Understanding Virtual Nodes: Oversquashing and Node Heterogeneity
ICLR 2025Poster
5
Homomorphism Counts as Structural Encodings for Graph Learning
ICLR 2025Poster
4
Gradient Variance Reveals Failure Modes in Flow-Based Generative Models
NeurIPS 2025Spotlight
3
How Expressive are Knowledge Graph Foundation Models?
ICML 2025Poster
4
Equivariance Everywhere All At Once: A Recipe for Graph Foundation Models
NeurIPS 2025Poster
4
Over-squashing in Spatiotemporal Graph Neural Networks
NeurIPS 2025Poster
4
Link Prediction with Relational Hypergraphs
ICLR 2025Rejected
4
Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality
ICLR 2025Rejected
4
Learning Symmetries through Loss Landscape
ICLR 2025Rejected
4
Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality
ICML 2025Poster
4
Scalable Message Passing Neural Networks: No Need for Attention in Large Graph Representation Learning
ICLR 2025Rejected
3
Supercharging Graph Transformers with Advective Diffusion
ICML 2025Poster
3
Bundle Neural Network for message diffusion on graphs
ICLR 2025Spotlight
4
Towards Generalization under Topological Shifts: A Diffusion PDE Perspective
ICLR 2025withdrawn
3
On Measuring Long-Range Interactions in Graph Neural Networks
ICML 2025Poster
5
Laplace-Transform-Filters render spectral Graph Neural Networks transferable
ICLR 2025Rejected
4
Fully-inductive Node Classification on Arbitrary Graphs
ICLR 2025Poster
4
Wavelet-based Graph Convolution via Chebyshev Decomposition
ICLR 2025withdrawn
3
Multi-domain Distribution Learning for De Novo Drug Design
ICLR 2025Poster
4
A General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition
ICML 2025Poster
4
Scalable Equilibrium Sampling with Sequential Boltzmann Generators
ICML 2025Poster
3
Topological Blindspots: Understanding and Extending Topological Deep Learning Through the Lens of Expressivity
ICLR 2025Oral
5
Neural Spacetimes for DAG Representation Learning
ICLR 2025Poster
4
Curly Flow Matching for Learning Non-gradient Field Dynamics
NeurIPS 2025Poster
4
Amortized Sampling with Transferable Normalizing Flows
NeurIPS 2025Poster
3
GradMetaNet: An Equivariant Architecture for Learning on Gradients
NeurIPS 2025Poster
4
Progressive Inference-Time Annealing of Diffusion Models for Sampling from Boltzmann Densities
NeurIPS 2025Spotlight
4
Why do LLMs attend to the first token?
COLM 2025Poster
4
On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning
NeurIPS 2025Poster
4
Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction
ICLR 2025Poster
5
DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models
ICLR 2025Rejected
4
Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights
NeurIPS 2025Poster
202416 篇
4
Setting the Record Straight on Transformer Oversmoothing
ICLR 2024Rejected
4
Learning on Large Graphs using Intersecting Communities
NeurIPS 2024Poster
4
Cooperative Graph Neural Networks
ICLR 2024Rejected
3
From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module
ICLR 2024Poster
4
RetroBridge: Modeling Retrosynthesis with Markov Bridges
ICLR 2024Spotlight
4
On the Limitations of Fractal Dimension as a Measure of Generalization
NeurIPS 2024Poster
4
Locality-Aware Graph Rewiring in GNNs
ICLR 2024Poster
4
Understanding Graph Transformers by Generalized Propagation
ICLR 2024Rejected
4
Advective Diffusion Transformers for Topological Generalization in Graph Learning
ICLR 2024Rejected
3
Fisher Flow Matching for Generative Modeling over Discrete Data
NeurIPS 2024Poster
4
Metric Flow Matching for Smooth Interpolations on the Data Manifold
NeurIPS 2024Poster
4
GraphText: Graph Learning in Text Space
ICLR 2024withdrawn
4
Bridging Sequence and Structure: Latent Diffusion for Conditional Protein Generation
ICLR 2024Rejected
4
SE(3)-Stochastic Flow Matching for Protein Backbone Generation
ICLR 2024Spotlight
4
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation
NeurIPS 2024Poster
3
DiffMaSIF: Score-Based Diffusion Models for Protein Surfaces
ICLR 2024Rejected