Martin Ester
8 papers · 2014–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (11) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
ICLR (2)
ICML (2)
EMNLP (1)
IJCAI (1)
Top co-authors
Keywords
node classification
(2)
link prediction
(2)
attention mechanism
(1)
kl divergence
(1)
graph representation
(1)
covariate shift
(1)
generative model
(1)
counterfactual regression
(1)
network embedding
(1)
network representation learning
(1)
individual treatment effect
(1)
balanced representation
(1)
graph neural network
(1)
attributed network
(1)
stochastic gradient variational bayesian
(1)
variational inference
(1)
Papers
Pretraining Generative Flow Networks with Inexpensive Rewards for Molecular Graph Generation
ICML 2025
Compositional Flows for 3D Molecule and Synthesis Pathway Co-design
ICML 2025
Generative Flows on Synthetic Pathway for Drug Design
ICLR 2025
Adversarially Balanced Representation for Continuous Treatment Effect Estimation
AAAI 2024
IceFormer: Accelerated Inference with Long-Sequence Transformers on CPUs
ICLR 2024
DGE: Deep Generative Network Embedding Based on Commonality and Individuality
AAAI 2020
ANRL: Attributed Network Representation Learning via Deep Neural Networks
IJCAI 2018
A Sentiment-aligned Topic Model for Product Aspect Rating Prediction
EMNLP 2014