Atif Hassan
5 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Diamond πΊοΈ Taxonomy Completionist (20) π Conference Polyglot Β· Bronze
π
Renaissance Researcher
(6)
π
Trend Setter
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(4)
Learning Types Β· Deep Learning
(4)
Optimization & Theory Β· Deep Learning
(3)
Architectures
(2)
Learning Types Β· Machine Learning
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Optimization & Theory Β· Machine Learning
(1)
Keywords
model compression
(2)
image classification
(2)
link prediction
(1)
transfer learning
(1)
information extraction
(1)
machine unlearning
(1)
adaptive sampling
(1)
knowledge graph
(1)
black-box attack
(1)
knowledge graph embedding
(1)
imbalanced learning
(1)
entity representation learning
(1)
right to be forgotten
(1)
sparse training
(1)
inference latency
(1)
structured pruning
(1)
graph convolution network
(1)
worst-group accuracy
(1)
network width
(1)
biomedical text mining
(1)
Papers
RCAP: Robust, Class-Aware, Probabilistic Dynamic Dataset Pruning
UAI 2025
SALSA: A Secure, Adaptive and Label-Agnostic Scalable Algorithm for Machine Unlearning
UAI 2025
SPvR: Structured Pruning via Ranking
UAI 2025
Dynamic Forward and Backward Sparse Training
(DFBST): Accelerated Deep Learning through
Completely Sparse Training Schedule
ACML 2022
ERLKG: Entity Representation Learning and Knowledge Graph based association analysis of COVID-19 through mining of unstructured biomedical corpora
EMNLP 2020