Minjie Cheng

3 papers · 2023–2025 · 2 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

AAAI (2) ICML (1)

Top co-authors

Hongteng Xu (3) Qingmei Wang (1) Dixin Luo (1) Fanmeng Wang (1) Shen Yuan (1)

Research topics

Deep Learning (2) Machine Learning (2) Mathematics & Optimization (2) Core Methods (2) Learning Types · Deep Learning (2) Optimization (2) Artificial Intelligence (1) Architectures (1) Core AI (1) Learning Types · Machine Learning (1) Models (1)

Keywords

wasserstein distance (1) representation learning (1) sequence modeling (1) contrastive learning (1) optimal transport (1) maximum likelihood estimation (1) energy function (1) node embedding (1) noise contrastive estimation (1) temporal point process (1) wasserstein gradient flow (1) graph neural network (1) graph visualization (1) t-distributed stochastic neighbor embedding (1) latent mixture model (1) autoencoding framework (1) ground-state conformation (1) se3-transformer (1)

Papers

WatE: A Wasserstein t-distributed Embedding Method for Information-enriched Graph Visualization AAAI 2025 WGFormer: An SE(3)-Transformer Driven by Wasserstein Gradient Flows for Molecular Ground-State Conformation Prediction ICML 2025 Hierarchical Contrastive Learning for Temporal Point Processes AAAI 2023