Shuaiwen Leon Song
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
catastrophic forgetting
(1)
model architecture
(1)
efficient inference
(1)
model parallelism
(1)
distributed computing
(1)
singular value decomposition
(1)
language model
(1)
synthetic data
(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)
collective intelligence
(1)
gpu kernel
(1)
open source
(1)
self improvement
(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
NeurIPS 2024
MonoNN: Enabling a New Monolithic Optimization Space for Neural Network Inference Tasks on Modern GPU-Centric Architectures
OSDI 2024