Amir H. Abdi
8 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (6)
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Cross-Pollinator
(14)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(16)
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Conference Pioneer
Conferences
ICLR (3)
ACL (1)
AISTATS (1)
ICML (1)
MIDL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(2)
attention mechanism
(1)
graph generation
(1)
efficient computing
(1)
tree decomposition
(1)
language model
(1)
3d generation
(1)
inference optimization
(1)
mechanistic interpretability
(1)
attention head
(1)
sparse attention
(1)
inference acceleration
(1)
permutation invariance
(1)
contextual entrainment
(1)
convolutional architecture
(1)
permutation invariant
(1)
graph neural network
(1)
neural network
(1)
dynamic sparsity
(1)
supernode generation
(1)
Papers
SCBench: A KV Cache-Centric Analysis of Long-Context Methods
ICLR 2025
MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention
ICML 2025
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs
ACL 2025
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
NIPS 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