Dachun Sun
4 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(2)
Knowledge & Reasoning
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Representation
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Reasoning
(1)
Keywords
knowledge graph reasoning
(2)
image generation
(1)
variational inference
(1)
model robustness
(1)
data augmentation
(1)
kl divergence
(1)
language modeling
(1)
knowledge graph
(1)
generative model
(1)
disentangled representation
(1)
variational autoencoder
(1)
language model
(1)
temporal knowledge graph
(1)
neighbor aggregation
(1)
generative data augmentation
(1)
iot sensing
(1)
short-time fourier transform
(1)
sensor data
(1)
positive-unlabeled learning
(1)
graph encoder
(1)
Papers
Fine-grained Control of Generative Data Augmentation in IoT Sensing
NeurIPS 2024
Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning
ACL 2023
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs
NeurIPS 2022
ControlVAE: Controllable Variational Autoencoder
ICML 2020