Yusu Wang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 30

Top Topics

Tree Decomposition

Graph Laplacian

Top Venues

Publications

Tristan Brugère, Zhengchao Wan, Yusu Wang
Distances for Markov Chains, and Their Differentiation. ALT (2024)
Samantha Chen, Puoya Tabaghi, Yusu Wang
Learning Ultrametric Trees for Optimal Transport Regression. AAAI (2024)
Puoya Tabaghi, Yusu Wang
Universal Representation of Permutation-Invariant Functions on Vectors and Tensors. ALT (2024)
Cai Zhou, Rose Yu, Yusu Wang
On the Theoretical Expressive Power and the Design Space of Higher-Order Graph Transformers. AISTATS (2024)
Zhishang Luo, Truong Son Hy, Puoya Tabaghi, Donghyeon Koh, Michaël Defferrard, Elahe Rezaei, Ryan Carey, W. Rhett Davis, Rajeev Jain, Yusu Wang
DE-HNN: An effective neural model for Circuit Netlist representation. CoRR (2024)
Mitchell Black, Zhengchao Wan, Gal Mishne, Amir Nayyeri, Yusu Wang
Comparing Graph Transformers via Positional Encodings. CoRR (2024)
Zhishang Luo, Truong Son Hy, Puoya Tabaghi, Michaël Defferrard, Elahe Rezaei, Ryan Carey, W. Rhett Davis, Rajeev Jain, Yusu Wang
DE-HNN: An effective neural model for Circuit Netlist representation. AISTATS (2024)
Pawel Dlotko, Dmitry Feichtner-Kozlov, Anastasios Stefanou, Yusu Wang, Jan F. Senge
Applied and Combinatorial Topology (Dagstuhl Seminar 24092). Dagstuhl Reports 14 (2) (2024)
Xinyue Xia, Gal Mishne, Yusu Wang
Implicit Graphon Neural Representation. AISTATS (2023)
Chen Cai, Truong Son Hy, Rose Yu, Yusu Wang
On the Connection Between MPNN and Graph Transformer. CoRR (2023)
Puoya Tabaghi, Yusu Wang
Universal Representation of Permutation-Invariant Functions on Vectors and Tensors. CoRR (2023)
Samantha Chen, Sunhyuk Lim, Facundo Mémoli, Zhengchao Wan, Yusu Wang
The Weisfeiler-Lehman Distance: Reinterpretation and Connection with GNNs. CoRR (2023)
Alexander Cloninger, Gal Mishne, Andreas Oslandsbotn, Sawyer Jack Robertson, Zhengchao Wan, Yusu Wang
Random Walks, Conductance, and Resistance for the Connection Graph Laplacian. CoRR (2023)
Chen Cai, Truong Son Hy, Rose Yu, Yusu Wang
On the Connection Between MPNN and Graph Transformer. ICML (2023)
Samantha Chen, Sunhyuk Lim, Facundo Mémoli, Zhengchao Wan, Yusu Wang
The Weisfeiler-Lehman Distance: Reinterpretation and Connection with GNNs. TAG-ML (2023)
Tristan Brugère, Zhengchao Wan, Yusu Wang
Distances for Markov Chains, and Their Differentiation. CoRR (2023)
Mitchell Black, Amir Nayyeri, Zhengchao Wan, Yusu Wang
Understanding Oversquashing in GNNs through the Lens of Effective Resistance. CoRR (2023)
Lucas Magee, Yusu Wang
Minimum Monotone Tree Decomposition of Density Functions Defined on Graphs. CoRR (2023)
Gal Mishne, Zhengchao Wan, Yusu Wang, Sheng Yang
The Numerical Stability of Hyperbolic Representation Learning. ICML (2023)
Matthew Kahle, Minghao Tian, Yusu Wang
On the clique number of noisy random geometric graphs. Random Struct. Algorithms 63 (1) (2023)
Aziz Burak Gülen, Facundo Mémoli, Zhengchao Wan, Yusu Wang
A generalization of the persistent Laplacian to simplicial maps. CoRR (2023)
Puoya Tabaghi, Michael Khanzadeh, Yusu Wang, Siavash Mirarab
Principal Component Analysis in Space Forms. CoRR (2023)
Samantha Chen, Yusu Wang
Neural approximation of Wasserstein distance via a universal architecture for symmetric and factorwise group invariant functions. NeurIPS (2023)
Aziz Burak Gülen, Facundo Mémoli, Zhengchao Wan, Yusu Wang
A Generalization of the Persistent Laplacian to Simplicial Maps. SoCG (2023)
Lucas Magee, Yusu Wang
Minimum Monotone Tree Decomposition of Density Functions Defined on Graphs. COCOA (1) (2023)
Samantha Chen, Yusu Wang
Neural approximation of Wasserstein distance via a universal architecture for symmetric and factorwise group invariant functions. CoRR (2023)
Mitchell Black, Zhengchao Wan, Amir Nayyeri, Yusu Wang
Understanding Oversquashing in GNNs through the Lens of Effective Resistance. ICML (2023)
Zuoyu Yan, Tengfei Ma, Liangcai Gao, Zhi Tang, Chao Chen, Yusu Wang
Cycle Invariant Positional Encoding for Graph Representation Learning. LoG (2023)
Tamal K. Dey, Tianqi Li, Yusu Wang
An Efficient Algorithm for 1-Dimensional (Persistent) Path Homology. Discret. Comput. Geom. 68 (4) (2022)
Facundo Mémoli, Zhengchao Wan, Yusu Wang
Persistent Laplacians: Properties, Algorithms and Implications. SIAM J. Math. Data Sci. 4 (2) (2022)