Xiaofeng Qian
6 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Conference Polyglot (4)
π
Renaissance Researcher
(5)
π
Grand Slam
π
Triple Crown
π
Trend Setter
Conferences
ICML (2)
NIPS (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
hamiltonian matrix
(2)
machine learning
(1)
language model
(1)
quantum chemistry
(1)
molecular dynamics
(1)
crystal structure generation
(1)
molecular property prediction
(1)
density functional theory
(1)
deep q-network
(1)
interpretable prediction
(1)
materials discovery
(1)
physics-constrained learning
(1)
equivariant network
(1)
graph neural network
(1)
periodic invariance
(1)
automatic feature engineering
(1)
feature generation tree
(1)
quantum hamiltonian
(1)
electronic structure
(1)
sequence tokenization
(1)
Papers
Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation
NIPS 2024
Complete and Efficient Graph Transformers for Crystal Material Property Prediction
ICLR 2024
A Space Group Symmetry Informed Network for O(3) Equivariant Crystal Tensor Prediction
ICML 2024
QH9: A Quantum Hamiltonian Prediction Benchmark for QM9 Molecules
NIPS 2023
Efficient and Equivariant Graph Networks for Predicting Quantum Hamiltonian
ICML 2023
Physics-constrained Automatic Feature Engineering for Predictive Modeling in Materials Science
AAAI 2021