Vipin Kumar
6 papers · 2015–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (8) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
IJCAI (3)
COLING (2)
AAAI (1)
Top co-authors
Keywords
federated learning
(1)
bayesian learning
(1)
transfer learning
(1)
domain adaptation
(1)
bayesian inference
(1)
text classification
(1)
uncertainty quantification
(1)
model robustness
(1)
privacy preservation
(1)
short text classification
(1)
label noise
(1)
label dependencies
(1)
deep neural network
(1)
node classification
(1)
noisy label
(1)
data-driven model
(1)
graph convolution network
(1)
distributed infrastructure
(1)
explainable model
(1)
scientific knowledge
(1)
Papers
Knowledge-Guided Machine Learning: A Paradigm Shift in AI for Science
AAAI 2026
Bayesian Federated Learning: A Survey
IJCAI 2023
Model-agnostic Methods for Text Classification with Inherent Noise
COLING 2020
Regularized Graph Convolutional Networks for Short Text Classification
COLING 2020
Recurrent Generative Networks for Multi-Resolution Satellite Data: An Application in Cropland Monitoring
IJCAI 2019
Clustering Dynamic Spatio-Temporal Patterns in The Presence of Noise and Missing Data
IJCAI 2015