Zhengchao Wan
9 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6) π Cross-Pollinator (10)
πΊοΈ
Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
Conferences
ICML (7)
ALT (1)
NIPS (1)
Top co-authors
Keywords
markov chain
(2)
representation learning
(1)
image classification
(1)
metric learning
(1)
semi-supervised learning
(1)
graph laplacian
(1)
optimal transport
(1)
topological data analysis
(1)
message passing
(1)
weisfeiler-lehman test
(1)
graph partitioning
(1)
quadratic programming
(1)
persistent homology
(1)
support vector machine
(1)
distance metric
(1)
graph isomorphism
(1)
metric space
(1)
numerical stability
(1)
graph kernel
(1)
gromov-wasserstein distance
(1)
Papers
Elucidating Flow Matching ODE Dynamics via Data Geometry and Denoisers
ICML 2025
Distances for Markov Chains, and Their Differentiation
ALT 2024
Continuous Partitioning for Graph-Based Semi-Supervised Learning
NIPS 2024
Comparing Graph Transformers via Positional Encodings
ICML 2024
Understanding Oversquashing in GNNs through the Lens of Effective Resistance
ICML 2023
The Persistent Laplacian for Data Science: Evaluating Higher-Order Persistent Spectral Representations of Data
ICML 2023
The Numerical Stability of Hyperbolic Representation Learning
ICML 2023
Weisfeiler-Lehman Meets Gromov-Wasserstein
ICML 2022
The Wasserstein Transform
ICML 2019