PaperHub
影响力指数
87.27/100
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全站排名 #498
发表论文33 篇
平均评分5.2
年均产出11.0 篇/年

Robin Walters

Assistant Professor@Northeastern University ·美国·OpenReview
研究方向

GNNs · graph neural networks · geometric deep learning · spatiotemporal modeling · equivariant CNNs · steerable CNNs

7.0
12

EquAct: An SE(3)-Equivariant Multi-Task Transformer for 3D Robotic Manipulation

ICLR 2026Poster
5.5
12

DeepWeightFlow: Re-Basined Flow Matching for Generating Neural Network Weights

ICLR 2026Poster
5.0
16

On Universality of Deep Equivariant Networks

ICLR 2026Poster
通讯
4.5
18

RAVEN: End-to-end Equivariant Robot Learning with RGB Cameras

ICLR 2026Poster
通讯
4.4
8

Finding Symmetry in Neural Network Parameter Spaces

ICLR 2026Rejected
三作
4.0
15

Neural Tangent Kernel Perspective on Parameter-Space Symmetries

ICLR 2026Rejected
三作
4.0
11

Equivariant Diffusion for The Inverse Radar Problem

ICLR 2026Rejected
通讯
4.0
26

To Augment or Not to Augment? Diagnosing Distributional Symmetry Breaking

ICLR 2026Poster
通讯
3.5
17

Discovering Symbolic Differential Equations with Symmetry Invariants

ICLR 2026Withdrawn
2.7
12

Discovering Lie Groups with Flow Matching

ICLR 2026Rejected
通讯
2.5
6

Data-Free Transformer Quantization Using Parameter-Space Symmetry

ICLR 2026Withdrawn
通讯
2.5
10

Fast and Global Equivariant Attention

ICLR 2026Rejected
通讯
7.3
18

Bridging Equivariant GNNs and Spherical CNNs for Structured Physical Domains

NeurIPS 2025Poster
通讯
6.8
22

3D Equivariant Visuomotor Policy Learning via Spherical Projection

NeurIPS 2025Spotlight
通讯
6.6
9

Hierarchical Equivariant Policy via Frame Transfer

ICML 2025Poster
6.4
21

A Practical Guide for Incorporating Symmetry in Diffusion Policy

NeurIPS 2025Poster
6.4
21

Discovering Symbolic Differential Equations with Symmetry Invariants

NeurIPS 2025Rejected
6.3
12

AtlasD: Automatic Local Symmetry Discovery

ICML 2025Poster
6.2
17

Understanding Mode Connectivity via Parameter Space Symmetry

ICLR 2025Rejected
三作
6.1
9

SE(3)-Equivariant Diffusion Policy in Spherical Fourier Space

ICML 2025Poster
三作
6.0
13

Understanding Mode Connectivity via Parameter Space Symmetry

ICML 2025Poster
三作
5.3
18

G2Sphere: Learning High-Frequnecy Spherical Signals From Geometric Data

ICLR 2025Rejected
通讯
5.2
23

ATLAS: Automatic Local Symmetry Discovery

ICLR 2025Rejected
3.5
12

Reducing Symmetry Mismatch Caused by Freely Placed Cameras in Robotic Learning

ICLR 2025Rejected
通讯
3.0
6

Finding Symmetry in Neural Network Parameter Spaces

ICLR 2025Withdrawn
三作
合作者 (20)