Lin Huang
9 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5) π Cross-Pollinator (13)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(17)
Conferences
ECCV (3)
ICLR (2)
NIPS (2)
CVPR (1)
ICML (1)
Top co-authors
Keywords
representation learning
(1)
multi-task learning
(1)
implicit representation
(1)
deep equilibrium model
(1)
data heterogeneity
(1)
quantum chemistry
(1)
molecular property
(1)
physical consistency
(1)
heterogeneous datum
(1)
structure prediction
(1)
molecular property prediction
(1)
density functional theory
(1)
hamiltonian prediction
(1)
fixed-point solving
(1)
scientific machine learning
(1)
consistency training
(1)
3d hand pose estimation
(1)
neural network
(1)
dense regression
(1)
energy prediction
(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
Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning
NIPS 2024
Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models
NIPS 2024
Long-Short-Range Message-Passing: A Physics-Informed Framework to Capture Non-Local Interaction for Scalable Molecular Dynamics Simulation
ICLR 2024
Neural Voting Field for Camera-Space 3D Hand Pose Estimation
CVPR 2023
Neural Correspondence Field for Object Pose Estimation
ECCV 2022
Learning Progressive Joint Propagation for Human Motion Prediction
ECCV 2020
Hand-Transformer: Non-Autoregressive Structured Modeling for 3D Hand Pose Estimation
ECCV 2020