Zhengchao Wan

31 papers A* 9B 1Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Two Calm Ends and the Wild Middle: A Geometric Picture of Memorization in Diffusion Models.
CoRR
Nick Dodson, Xinyu Gao, Qingsong Wang, Yusu Wang, Zhengchao Wan
2025 A* conf
Elucidating Flow Matching ODE Dynamics via Data Geometry and Denoisers.
ICML
Zhengchao Wan, Qingsong Wang, Gal Mishne, Yusu Wang
2025 J jnl
Robust Graph-Based Semi-Supervised Learning via
CoRR
Sawyer Jack Robertson, Chester Holtz, Zhengchao Wan, Gal Mishne, Alexander Cloninger
2024 J jnl
All You Need is Resistance: On the Equivalence of Effective Resistance and Certain Optimal Transport Problems on Graphs.
CoRR
Sawyer Jack Robertson, Zhengchao Wan, Alexander Cloninger
2024 A* conf
Comparing Graph Transformers via Positional Encodings.
ICML
Mitchell Black, Zhengchao Wan, Gal Mishne, Amir Nayyeri, Yusu Wang
2024 J jnl
Comparing Graph Transformers via Positional Encodings.
CoRR
Mitchell Black, Zhengchao Wan, Gal Mishne, Amir Nayyeri, Yusu Wang
2024 A* conf
Continuous Partitioning for Graph-Based Semi-Supervised Learning.
NeurIPS
Chester Holtz, Pengwen Chen, Zhengchao Wan, Chung-Kuan Cheng, Gal Mishne
2024 B conf
Distances for Markov Chains, and Their Differentiation.
ALT
Tristan Brugère, Zhengchao Wan, Yusu Wang
2024 J jnl
Elucidating Flow Matching ODE Dynamics with respect to Data Geometries.
CoRR
Gal Mishne, Zhengchao Wan, Qingsong Wang, Yusu Wang
2024 J jnl
Random Walks, Conductance, and Resistance for the Connection Graph Laplacian.
SIAM J. Matrix Anal. Appl.
Alexander Cloninger, Gal Mishne, Andreas Oslandsbotn, Sawyer Jack Robertson, Zhengchao Wan, Yusu Wang
2023 A* conf
A Generalization of the Persistent Laplacian to Simplicial Maps.
SoCG
Aziz Burak Gülen, Facundo Mémoli, Zhengchao Wan, Yusu Wang
2023 J jnl
A generalization of the persistent Laplacian to simplicial maps.
CoRR
Aziz Burak Gülen, Facundo Mémoli, Zhengchao Wan, Yusu Wang
2023 J jnl
Distances for Markov Chains, and Their Differentiation.
CoRR
Tristan Brugère, Zhengchao Wan, Yusu Wang
2023 J jnl
Random Walks, Conductance, and Resistance for the Connection Graph Laplacian.
CoRR
Alexander Cloninger, Gal Mishne, Andreas Oslandsbotn, Sawyer Jack Robertson, Zhengchao Wan, Yusu Wang
2023 J jnl
The Gromov-Hausdor? distance between ultrametric spaces: its structure and computation.
J. Comput. Geom.
Facundo Mémoli, Zane T. Smith, Zhengchao Wan
2023 A* conf
The Numerical Stability of Hyperbolic Representation Learning.
ICML
Gal Mishne, Zhengchao Wan, Yusu Wang, Sheng Yang
2023 A* conf
The Persistent Laplacian for Data Science: Evaluating Higher-Order Persistent Spectral Representations of Data.
ICML
Thomas Davies, Zhengchao Wan, Rubén J. Sánchez-García
2023 J jnl
The Ultrametric Gromov-Wasserstein Distance.
Discret. Comput. Geom.
Facundo Mémoli, Axel Munk, Zhengchao Wan, Christoph Weitkamp
2023 — conf
The Weisfeiler-Lehman Distance: Reinterpretation and Connection with GNNs.
TAG-ML
Samantha Chen, Sunhyuk Lim, Facundo Mémoli, Zhengchao Wan, Yusu Wang
2023 J jnl
The Weisfeiler-Lehman Distance: Reinterpretation and Connection with GNNs.
CoRR
Samantha Chen, Sunhyuk Lim, Facundo Mémoli, Zhengchao Wan, Yusu Wang
2023 A* conf
Understanding Oversquashing in GNNs through the Lens of Effective Resistance.
ICML
Mitchell Black, Zhengchao Wan, Amir Nayyeri, Yusu Wang
2023 J jnl
Understanding Oversquashing in GNNs through the Lens of Effective Resistance.
CoRR
Mitchell Black, Amir Nayyeri, Zhengchao Wan, Yusu Wang
2022 J jnl
Persistent Laplacians: Properties, Algorithms and Implications.
SIAM J. Math. Data Sci.
Facundo Mémoli, Zhengchao Wan, Yusu Wang
2022 J jnl
The Numerical Stability of Hyperbolic Representation Learning.
CoRR
Gal Mishne, Zhengchao Wan, Yusu Wang, Sheng Yang
2022 A* conf
Weisfeiler-Lehman Meets Gromov-Wasserstein.
ICML
Samantha Chen, Sunhyuk Lim, Facundo Mémoli, Zhengchao Wan, Yusu Wang
2022 J jnl
Weisfeiler-Lehman meets Gromov-Wasserstein.
CoRR
Samantha Chen, Sunhyuk Lim, Facundo Mémoli, Zhengchao Wan, Yusu Wang
2021 J jnl
The Gromov-Hausdorff distance between ultrametric spaces: its structure and computation.
CoRR
Facundo Mémoli, Zane T. Smith, Zhengchao Wan
2020 J jnl
Persistent Laplacians: properties, algorithms and implications.
CoRR
Facundo Mémoli, Zhengchao Wan, Yusu Wang
2020 J jnl
The Gaussian Transform.
CoRR
Kun Jin, Facundo Mémoli, Zhengchao Wan
2019 A* conf
The Wasserstein Transform.
ICML
Facundo Mémoli, Zane T. Smith, Zhengchao Wan
2018 J jnl
The Wasserstein transform.
CoRR
Facundo Mémoli, Zane T. Smith, Zhengchao Wan