Hanchen Wang
8 papers · 2020–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π₯ Unstoppable Β· Bronze
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Learning Types
(5)
Core Methods
(4)
Architectures
(3)
Optimization & Theory Β· Deep Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Interdisciplinary
(1)
Application Areas
(1)
Core AI
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory Β· Machine Learning
(1)
Keywords
seismic data
(2)
graph neural network
(2)
molecular graph
(2)
deep learning
(2)
self-supervised learning
(2)
full waveform inversion
(2)
object classification
(1)
teaching examples
(1)
inverse problem
(1)
benchmark dataset
(1)
3d geometry
(1)
iterative machine teaching
(1)
drug-drug interaction
(1)
encoder-decoder model
(1)
teaching algorithm
(1)
structured entity
(1)
hierarchical feature extraction
(1)
dual attention mechanism
(1)
seismic velocity reconstruction
(1)
geophysical imaging
(1)
Papers
APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy
MICCAI 2024
$\mathbf{\mathbb{E}^{FWI}}$: Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties
NeurIPS 2023
Evaluating Self-Supervised Learning for Molecular Graph Embeddings
NeurIPS 2023
OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion
NeurIPS 2022
Pre-training Molecular Graph Representation with 3D Geometry
ICLR 2022
Iterative Teaching by Label Synthesis
NeurIPS 2021
Unsupervised Point Cloud Pre-Training via Occlusion Completion
ICCV 2021
GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions
IJCAI 2020