Amir H. Abdi
8 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird
π
Conference Pioneer
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Research topics
Machine Learning
(8)
Artificial Intelligence
(4)
Deep Learning
(4)
Application Areas
(4)
Core AI
(4)
Core Methods
(4)
Architectures
(3)
Natural Language Processing
(2)
Learning Types
(2)
Resources & Methods
(2)
Techniques
(2)
Mathematics & Optimization
(1)
Mathematics
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
attention mechanism
(2)
large language model
(2)
long context
(2)
inference optimization
(2)
sparse attention
(2)
selective classification
(1)
tree decomposition
(1)
entropy regularization
(1)
memory efficiency
(1)
language model
(1)
3d generation
(1)
mechanistic interpretability
(1)
attention head
(1)
inference acceleration
(1)
key-value cache
(1)
prompt compression
(1)
permutation invariance
(1)
visual language model
(1)
contextual entrainment
(1)
convolutional architecture
(1)
Papers
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs
ACL 2025
MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention
ICML 2025
SCBench: A KV Cache-Centric Analysis of Long-Context Methods
ICLR 2025
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
NeurIPS 2024
Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting
ICLR 2023
Towards Better Selective Classification
ICLR 2023
TD-GEN: Graph Generation Using Tree Decomposition
AISTATS 2022
AnatomyGen: Deep Anatomy Generation From Dense Representation With Applications in Mandible Synthesis
MIDL 2019