Fanmeng Wang
4 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
semi-supervised learning
(1)
optimal transport
(1)
geometric deep learning
(1)
sequence clustering
(1)
energy function
(1)
diffusion model
(1)
autoregressive model
(1)
foundation model
(1)
molecular property
(1)
gromov-wasserstein distance
(1)
scientific discovery
(1)
temporal point process
(1)
wasserstein gradient flow
(1)
event prediction
(1)
energy surface
(1)
molecular conformation
(1)
latent mixture model
(1)
autoencoding framework
(1)
molecular dynamics simulations
(1)
ground-state conformation
(1)
Papers
Improve Molecular Conformation Modeling with Geometric Deep Learning
AAAI 2026
ST-TPP: Learning Semi-Transductive Temporal Point Processes with Gromov-Wasserstein Barycentric Regularization
AAAI 2026
PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models
ICML 2025
WGFormer: An SE(3)-Transformer Driven by Wasserstein Gradient Flows for Molecular Ground-State Conformation Prediction
ICML 2025