Shaoduo Gan
4 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory · Machine Learning
(3)
Deep Learning
(2)
Application Areas
(2)
Optimization & Theory · Deep Learning
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Understanding
(1)
Keywords
communication compression
(2)
metric learning
(1)
few-shot learning
(1)
named entity recognition
(1)
distributed learning
(1)
distributed optimization
(1)
distributed training
(1)
model inference
(1)
adaptive optimization
(1)
adam optimizer
(1)
latency reduction
(1)
kv cache
(1)
entity extraction
(1)
throughput improvement
(1)
error compensation
(1)
prototypical network
(1)
decentralized training
(1)
layer-wise optimization
(1)
memory reduction
(1)
entity-level prototype
(1)
Papers
SqueezeAttention: 2D Management of KV-Cache in LLM Inference via Layer-wise Optimal Budget
ICLR 2025
Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes
COLING 2022
1-bit Adam: Communication Efficient Large-Scale Training with Adam’s Convergence Speed
ICML 2021
Communication Compression for Decentralized Training
NeurIPS 2018