Xiaofeng Qian
6 papers · 2021–2024 · 4 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
(12)
🏆
Grand Slam
👑
Triple Crown
Venues
Top co-authors
Research topics
Keywords
hamiltonian matrix
(2)
predictive modeling
(1)
machine learning
(1)
graph transformer
(1)
language model
(1)
quantum chemistry
(1)
molecular dynamics
(1)
crystal structure generation
(1)
equivariant representation
(1)
molecular property prediction
(1)
density functional theory
(1)
deep q-network
(1)
crystal structure
(1)
material property prediction
(1)
interpretable prediction
(1)
materials discovery
(1)
lattice representation
(1)
physics-constrained learning
(1)
equivariant network
(1)
graph neural network
(1)
Papers
A Space Group Symmetry Informed Network for O(3) Equivariant Crystal Tensor Prediction
ICML 2024
Complete and Efficient Graph Transformers for Crystal Material Property Prediction
ICLR 2024
Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation
NeurIPS 2024
Efficient and Equivariant Graph Networks for Predicting Quantum Hamiltonian
ICML 2023
QH9: A Quantum Hamiltonian Prediction Benchmark for QM9 Molecules
NeurIPS 2023
Physics-constrained Automatic Feature Engineering for Predictive Modeling in Materials Science
AAAI 2021