Simran Arora
13 papers · 2020–2025 · 4 venues · across top CS/AI venues
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(11)
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(2)
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Century Club Β· Bronze
Venues
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Research topics
Artificial Intelligence
(10)
Machine Learning
(9)
Core AI
(9)
Deep Learning
(7)
Natural Language Processing
(5)
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(4)
Generation
(3)
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(3)
Optimization & Theory
(3)
Applications
(2)
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(2)
Core Methods
(2)
Learning Paradigms
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Resources & Methods
(2)
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(2)
Keywords
linear attention
(3)
attention mechanism
(3)
language model
(3)
gpu kernel
(2)
large language model
(2)
gated convolution
(2)
weak supervision
(1)
data poisoning
(1)
adversarial learning
(1)
toxicity detection
(1)
factual knowledge
(1)
model architecture
(1)
language modeling
(1)
iterative refinement
(1)
few-shot learning
(1)
state space model
(1)
backdoor attack
(1)
masked language model
(1)
model training
(1)
gradient descent
(1)
Papers
KernelBench: Can LLMs Write Efficient GPU Kernels?
ICML 2025
LoLCATs: On Low-Rank Linearizing of Large Language Models
ICLR 2025
ThunderKittens: Simple, Fast, and Adorable Kernels
ICLR 2025
Towards Learning High-Precision Least Squares Algorithms with Sequence Models
ICLR 2025
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT
ICML 2024
Optimistic Verifiable Training by Controlling Hardware Nondeterminism
NeurIPS 2024
Simple linear attention language models balance the recall-throughput tradeoff
ICML 2024
Zoology: Measuring and Improving Recall in Efficient Language Models
ICLR 2024
Ask Me Anything: A simple strategy for prompting language models
ICLR 2023
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models
NeurIPS 2023
Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture
NeurIPS 2023
Metadata Shaping: A Simple Approach for Knowledge-Enhanced Language Models
ACL 2022
Contextual Embeddings: When Are They Worth It?
ACL 2020