Soumyasundar Pal
8 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (22) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Academic Marathon
(5)
π
Cross-Pollinator
(7)
π
Conference Pioneer
Conferences
ICML (3)
AAAI (2)
AISTATS (2)
UAI (1)
Top co-authors
Keywords
graph neural network
(4)
node classification
(3)
bayesian inference
(3)
posterior inference
(2)
semi-supervised learning
(2)
bayesian graph neural network
(2)
weakly supervised learning
(1)
graph structure
(1)
patch-based learning
(1)
multiple instance learning
(1)
two-sample test
(1)
query selection
(1)
bayesian approach
(1)
semi-supervised classification
(1)
stochastic block model
(1)
adversarial attack
(1)
random graph
(1)
hidden state
(1)
non-parametric model
(1)
end-to-end learning
(1)
Papers
CKGConv: General Graph Convolution with Continuous Kernels
ICML 2024
Multi-resolution Time-Series Transformer for Long-term Forecasting
AISTATS 2024
Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks
AAAI 2022
RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting
ICML 2021
Detection and Defense of Topological Adversarial Attacks on Graphs
AISTATS 2021
Non Parametric Graph Learning for Bayesian Graph Neural Networks
UAI 2020
Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation
ICML 2020
Bayesian Graph Convolutional Neural Networks for Semi-Supervised Classification
AAAI 2019