Bhanukiran Vinzamuri
8 papers · 2017–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer
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Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Core AI
(6)
Application Areas
(3)
Learning Types
(3)
Optimization & Theory
(3)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Models
(1)
Optimization
(1)
Understanding
(1)
Keywords
machine unlearning
(4)
large language model
(2)
model editing
(2)
anomaly detection
(1)
convex optimization
(1)
named entity recognition
(1)
adversarial training
(1)
feature importance
(1)
data privacy
(1)
bilevel optimization
(1)
local explanation
(1)
out-of-distribution detection
(1)
knowledge removal
(1)
model utility
(1)
reconstruction loss
(1)
learning rate scheduler
(1)
personally identifiable information
(1)
global explanation
(1)
data preprocessing
(1)
multi-task optimization
(1)
Papers
BLUR: A Bi-Level Optimization Approach for LLM Unlearning
EACL 2026
LUME: LLM Unlearning with Multitask Evaluations
EMNLP 2025
SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models
SemEval 2025
Unlearning as multi-task optimization: A normalized gradient difference approach with an adaptive learning rate
NAACL 2025
Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions
EMNLP 2023
Unsupervised anomaly detection with adversarial mirrored autoencoders
UAI 2021
Model Agnostic Multilevel Explanations
NeurIPS 2020
Optimized Pre-Processing for Discrimination Prevention
NeurIPS 2017