Saurabh Goyal
4 papers · 2017–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
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Research topics
Keywords
model compression
(3)
benchmark evaluation
(1)
prototype learning
(1)
bert model
(1)
nearest neighbor
(1)
low-dimensional embedding
(1)
k-nearest neighbor
(1)
sparse projection
(1)
decision tree
(1)
autonomous agent
(1)
low-dimensional projection
(1)
inference time
(1)
function calling
(1)
tool calling
(1)
word vector
(1)
embedded system
(1)
compressed model
(1)
iot device
(1)
large language model
(1)
transformer model
(1)
Papers
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls
EMNLP 2025
PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination
ICML 2020
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices
ICML 2017
Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things
ICML 2017