Saurabh Agarwal
7 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (5) π Cross-Pollinator (12) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
ACL (2)
ICML (2)
COLING (1)
NAACL (1)
NIPS (1)
Top co-authors
Research topics
Keywords
large language model
(3)
speculative decoding
(2)
inference optimization
(2)
model compression
(2)
adversarial machine learning
(1)
knowledge distillation
(1)
model architecture
(1)
model merging
(1)
short text classification
(1)
efficient inference
(1)
neural network optimization
(1)
efficient computing
(1)
computational efficiency
(1)
early exit
(1)
label dependencies
(1)
backdoor attack
(1)
node classification
(1)
inference efficiency
(1)
dynamic inference
(1)
inference acceleration
(1)
Papers
Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition
ICML 2025
Decoding Speculative Decoding
NAACL 2025
StitchLLM: Serving LLMs, One Block at a Time
ACL 2025
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding
ACL 2024
CHAI: Clustered Head Attention for Efficient LLM Inference
ICML 2024
Regularized Graph Convolutional Networks for Short Text Classification
COLING 2020
Attack of the Tails: Yes, You Really Can Backdoor Federated Learning
NIPS 2020