Saurabh Agarwal
9 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (25) 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird
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Keyword Champion
(2)
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Keyword Collector
(55)
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(6)
Deep Learning
(4)
Application Areas
(4)
Optimization & Theory · Machine Learning
(3)
Computer Science
(2)
Architectures
(2)
Core Methods
(2)
Optimization & Theory · Deep Learning
(2)
Systems
(2)
Natural Language Processing
(1)
Applications
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
large language model
(3)
llm serving
(2)
model compression
(2)
inference optimization
(2)
speculative decoding
(2)
knowledge distillation
(1)
adversarial machine learning
(1)
adversarial learning
(1)
model merging
(1)
transformer
(1)
short text classification
(1)
efficient inference
(1)
neural network optimization
(1)
efficient computing
(1)
model robustness
(1)
output distribution
(1)
state representation
(1)
model architecture
(1)
label dependencies
(1)
early exit
(1)
Papers
SYMPHONY: Enabling Compute-Memory Disaggregation in LLM Serving Systems
NSDI 2026
UNUM: A New Framework for Network Control
NSDI 2026
Decoding Speculative Decoding
NAACL 2025
Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition
ICML 2025
StitchLLM: Serving LLMs, One Block at a Time
ACL 2025
CHAI: Clustered Head Attention for Efficient LLM Inference
ICML 2024
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding
ACL 2024
Attack of the Tails: Yes, You Really Can Backdoor Federated Learning
NeurIPS 2020
Regularized Graph Convolutional Networks for Short Text Classification
COLING 2020