Zhengchao Wan

9 papers · 2019–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

ICML (7) ALT (1) NeurIPS (1)

Top co-authors

Yusu Wang (6) Gal Mishne (4) Facundo Mémoli (2) Amir Nayyeri (2) Mitchell Black (2) Thomas Davies (1) Pengwen Chen (1) Samantha Chen (1) Chester Holtz (1) Sunhyuk Lim (1)

Research topics

Machine Learning (8) Deep Learning (5) Core Methods (5) Mathematics & Optimization (4) Architectures (4) Optimization & Theory (4) Mathematics (2) Optimization (2) Computer Science (1) Foundations (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Models (1)

Keywords

markov chain (2) image classification (1) persistent homology (1) semi-supervised learning (1) graph laplacian (1) optimal transport (1) topological data analysis (1) message passing (1) graph isomorphism (1) convergence (1) weisfeiler-lehman test (1) graph partitioning (1) quadratic programming (1) resistance distance (1) metric learning (1) support vector machine (1) distance metric (1) graph transformer (1) representation learning (1) stochastic processes (1)

Papers

Elucidating Flow Matching ODE Dynamics via Data Geometry and Denoisers ICML 2025 Comparing Graph Transformers via Positional Encodings ICML 2024 Continuous Partitioning for Graph-Based Semi-Supervised Learning NeurIPS 2024 Distances for Markov Chains, and Their Differentiation ALT 2024 The Numerical Stability of Hyperbolic Representation Learning ICML 2023 The Persistent Laplacian for Data Science: Evaluating Higher-Order Persistent Spectral Representations of Data ICML 2023 Understanding Oversquashing in GNNs through the Lens of Effective Resistance ICML 2023 Weisfeiler-Lehman Meets Gromov-Wasserstein ICML 2022 The Wasserstein Transform ICML 2019