Aruna Balasubramanian
9 papers · 2013–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Deep Learning
(3)
Application Areas
(3)
Resources & Methods
(3)
Architectures
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Computer Vision
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
model compression
(1)
curriculum learning
(1)
knowledge distillation
(1)
question answering
(1)
model architecture
(1)
attention modeling
(1)
neural network optimization
(1)
efficient computing
(1)
eye tracking
(1)
model interpretability
(1)
power consumption
(1)
regression analysis
(1)
model training
(1)
inference optimization
(1)
progressive training
(1)
video streaming
(1)
adaptive bitrate
(1)
web performance
(1)
pareto optimal
(1)
resource consumption
(1)
Papers
ProST: Progressive Sub-task Training for Pareto-Optimal Multi-agent Systems Using Small Language Models
IJCNLP 2025
Swift: Adaptive Video Streaming with Layered Neural Codecs
NSDI 2022
IrEne: Interpretable Energy Prediction for Transformers
ACL 2021
IrEne-viz: Visualizing Energy Consumption of Transformer Models
EMNLP 2021
DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering
ACL 2020
Towards Accurate and Reliable Energy Measurement of NLP Models
EMNLP 2020
Improving User Perceived Page Load Times Using Gaze
NSDI 2017
How Speedy is SPDY?
NSDI 2014
Demystifying Page Load Performance with WProf
NSDI 2013