Yuan Yin
9 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (4) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15)
🔥
Unstoppable
(5)
Conferences
ICLR (3)
NIPS (3)
MICCAI (2)
ICML (1)
Top co-authors
Keywords
few-shot learning
(2)
domain generalization
(1)
domain adaptation
(1)
dynamical system
(1)
inverse problem
(1)
physics-informed neural network
(1)
partial differential equation
(1)
operator learning
(1)
neural solver
(1)
low-rank adaptation
(1)
dynamics model
(1)
parametric pde
(1)
neural operator
(1)
neural field
(1)
neural pde solver
(1)
adaptive conditioning
(1)
rapid adaptation
(1)
spatio-temporal forecasting
(1)
context vector
(1)
neural network
(1)
Papers
Med-LEGO: Editing and Adapting toward Generalist Medical Image Diagnosis
MICCAI 2025
Learning a Neural Solver for Parametric PDEs to Enhance Physics-Informed Methods
ICLR 2025
Query-Level Alignment for End-to-End Lesion Detection with Human Gaze
MICCAI 2025
Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning
NIPS 2024
Continuous PDE Dynamics Forecasting with Implicit Neural Representations
ICLR 2023
Operator Learning with Neural Fields: Tackling PDEs on General Geometries
NIPS 2023
Generalizing to New Physical Systems via Context-Informed Dynamics Model
ICML 2022
LEADS: Learning Dynamical Systems that Generalize Across Environments
NIPS 2021
Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting
ICLR 2021