Newsha Ardalani
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Interdisciplinary Bridge π Cross-Pollinator (11)
πΊοΈ
Taxonomy Completionist
(21)
π₯
Mega-Team
(47)
Conferences
NIPS (2)
CVPR (1)
EMNLP (1)
Top co-authors
Keywords
model compression
(1)
benchmark suite
(1)
machine translation
(1)
model evaluation
(1)
language modeling
(1)
image captioning
(1)
empirical study
(1)
efficient inference
(1)
semantic similarity
(1)
multimodal dataset
(1)
synthetic datum
(1)
scaling law
(1)
mixture of expert
(1)
model collapse
(1)
vision-language model
(1)
throughput optimization
(1)
data quality
(1)
text embedding
(1)
inference optimization
(1)
dynamic gating
(1)
Papers
Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls
EMNLP 2025
Toward Efficient Inference for Mixture of Experts
NIPS 2024
Sieve: Multimodal Dataset Pruning using Image Captioning Models
CVPR 2024
DataPerf: Benchmarks for Data-Centric AI Development
NIPS 2023