Dachun Sun
4 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Cross-Pollinator (5)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
NIPS (2)
ACL (1)
ICML (1)
Top co-authors
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 datum
(1)
positive-unlabeled learning
(1)
graph encoder
(1)
Papers
Fine-grained Control of Generative Data Augmentation in IoT Sensing
NIPS 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
NIPS 2022
ControlVAE: Controllable Variational Autoencoder
ICML 2020