Poster

Tue 7:30

HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork
Jae Yong Lee · Sung Woong Cho · Hyung Ju Hwang

Poster

Neural ePDOs: Spatially Adaptive Equivariant Partial Differential Operator Based Networks
Lingshen He · Yuxuan Chen · Zhengyang Shen · Yibo Yang · Zhouchen Lin

Poster

Can Neural Networks Learn Implicit Logic from Physical Reasoning?
Aaron Traylor · Roman Feiman · Ellie Pavlick

Workshop

Neural Networks Learn Representation Theory: Reverse Engineering how Networks Perform Group Operations
Bilal Chughtai · Lawrence Chan · Neel Nanda

Workshop

Thu 5:30

Poster

Equivariant Hypergraph Diffusion Neural Operators
Peihao Wang · Shenghao Yang · Yunyu Liu · Zhangyang Wang · Pan Li

Poster

On Explaining Neural Network Robustness with Activation Path
Ziping Jiang

Poster

Scalable Subset Sampling with Neural Conditional Poisson Networks
Adeel Pervez · Phillip Lippe · Efstratios Gavves

Poster

Mon 2:30

Trainability Preserving Neural Pruning
Huan Wang · Yun Fu

Poster

Contextual Convolutional Networks
Shuxian Liang · Xu Shen · Tongliang Liu · Xian-Sheng Hua

Poster

Mon 7:30

Implicit Bias of Large Depth Networks: a Notion of Rank for Nonlinear Functions
Arthur Jacot

Oral

Mon 6:10

Implicit Bias of Large Depth Networks: a Notion of Rank for Nonlinear Functions
Arthur Jacot