Shuaiwen Leon Song
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(9)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
ICML (2)
NIPS (1)
OSDI (1)
Top co-authors
Keywords
catastrophic forgetting
(1)
model architecture
(1)
efficient inference
(1)
model parallelism
(1)
distributed computing
(1)
singular value decomposition
(1)
parameter-efficient fine-tuning
(1)
downstream task
(1)
knowledge preservation
(1)
weight decomposition
(1)
compiler optimization
(1)
neural network inference
(1)
world knowledge
(1)
large language model
(1)
gpu kernel
(1)
task-aware adapter
(1)
operator fusion
(1)
monolithic optimization
(1)
Papers
Improving Model Alignment Through Collective Intelligence of Open-Source Models
ICML 2025
Ladder-Residual: Parallelism-Aware Architecture for Accelerating Large Model Inference with Communication Overlapping
ICML 2025
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning
NIPS 2024
MonoNN: Enabling a New Monolithic Optimization Space for Neural Network Inference Tasks on Modern GPU-Centric Architectures
OSDI 2024