Soumyasundar Pal
8 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird
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Conference Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(6)
Architectures
(6)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Core Methods
(4)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Optimization & Theory
(3)
Data Science & Analytics
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
graph neural network
(4)
node classification
(3)
bayesian inference
(3)
posterior inference
(2)
bayesian graph neural network
(2)
semi-supervised learning
(2)
two-sample test
(1)
bayesian learning
(1)
link prediction
(1)
patch-based learning
(1)
multiple instance learning
(1)
nonparametric model
(1)
graph structure
(1)
variational inference
(1)
bayesian approach
(1)
weakly supervised learning
(1)
query selection
(1)
semi-supervised classification
(1)
stochastic block model
(1)
time series forecasting
(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
Detection and Defense of Topological Adversarial Attacks on Graphs
AISTATS 2021
RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting
ICML 2021
Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation
ICML 2020
Non Parametric Graph Learning for Bayesian Graph Neural Networks
UAI 2020
Bayesian Graph Convolutional Neural Networks for Semi-Supervised Classification
AAAI 2019