Disha Makhija
4 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (12) π Academic Marathon (6)
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Hot Topic Early Bird
Conferences
EACL (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
federated learning
(2)
differential privacy
(1)
representation learning
(1)
semi-supervised learning
(1)
label propagation
(1)
model aggregation
(1)
community detection
(1)
graph-based learning
(1)
stochastic block model
(1)
personalized model
(1)
privacy auditing
(1)
bayesian neural network
(1)
hidden state analysis
(1)
membership inference attack
(1)
personalized learning
(1)
attention pattern
(1)
heterogeneous architecture
(1)
neural network
(1)
heterogeneous setting
(1)
training data exposure
(1)
Papers
Neural Breadcrumbs: Membership Inference Attacks on LLMs Through Hidden State and Attention Pattern Analysis
EACL 2026
A Bayesian Approach for Personalized Federated Learning in Heterogeneous Settings
NIPS 2024
Architecture Agnostic Federated Learning for Neural Networks
ICML 2022
Understanding the Success of Graph-based Semi-Supervised Learning using Partially Labelled Stochastic Block Model
IJCAI 2020