Lin Huang
9 papers · 2020–2025 · 5 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 · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
Venues
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Application Areas
(4)
Architectures
(3)
Artificial Intelligence
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Analysis
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
equivariant graph neural network
(2)
density functional theory
(2)
neural network
(2)
implicit representation
(1)
message passing
(1)
deep equilibrium model
(1)
data heterogeneity
(1)
physics-informed learning
(1)
quantum chemistry
(1)
molecular property
(1)
physical consistency
(1)
heterogeneous data
(1)
structure prediction
(1)
molecular dynamics
(1)
molecular property prediction
(1)
hamiltonian prediction
(1)
fixed-point solving
(1)
scientific machine learning
(1)
long-range interaction
(1)
consistency training
(1)
Papers
Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity
ICML 2025
Enhancing the Scalability and Applicability of Kohn-Sham Hamiltonians for Molecular Systems
ICLR 2025
Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models
NeurIPS 2024
Long-Short-Range Message-Passing: A Physics-Informed Framework to Capture Non-Local Interaction for Scalable Molecular Dynamics Simulation
ICLR 2024
Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning
NeurIPS 2024
Neural Voting Field for Camera-Space 3D Hand Pose Estimation
CVPR 2023
Neural Correspondence Field for Object Pose Estimation
ECCV 2022
Hand-Transformer: Non-Autoregressive Structured Modeling for 3D Hand Pose Estimation
ECCV 2020
Learning Progressive Joint Propagation for Human Motion Prediction
ECCV 2020