Paras Jain
7 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(21)
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Hot Topic Early Bird
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Core Methods
(3)
Learning Types
(3)
Techniques
(3)
Computer Science
(2)
Mathematics & Optimization
(2)
Architectures
(2)
Optimization
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Keywords
graph neural network
(2)
contrastive learning
(1)
linear programming
(1)
structured prediction
(1)
graph classification
(1)
attention mechanism
(1)
question answering
(1)
syntactic parsing
(1)
semantic parsing
(1)
compositional generalization
(1)
energy efficiency
(1)
optimal control
(1)
source code
(1)
mixed integer programming
(1)
reinforcement learning
(1)
hyperparameter tuning
(1)
quadratic optimization
(1)
first-order method
(1)
model fine-tuning
(1)
convergence acceleration
(1)
Papers
Cloudcast: High-Throughput, Cost-Aware Overlay Multicast in the Cloud
NSDI 2024
Skyplane: Optimizing Transfer Cost and Throughput Using Cloud-Aware Overlays
NSDI 2023
POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging
ICML 2022
Accelerating Quadratic Optimization with Reinforcement Learning
NeurIPS 2021
Contrastive Code Representation Learning
EMNLP 2021
Grounded Graph Decoding improves Compositional Generalization in Question Answering
EMNLP 2021
Representing Long-Range Context for Graph Neural Networks with Global Attention
NeurIPS 2021