Sean Lie
4 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌈
Renaissance Researcher
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ACL (1)
EMNLP (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
model compression
(3)
weight sparsity
(2)
sparse pre-training
(2)
knowledge distillation
(1)
multimodal learning
(1)
efficient computing
(1)
vision language model
(1)
speculative decoding
(1)
model efficiency
(1)
domain-specific model
(1)
biomedical language model
(1)
large language model
(1)
dense fine-tuning
(1)
domain adaptation
(1)
knowledge transfer
(1)
Papers
MASSV: Multimodal Adaptation and Self-Data Distillation for Speculative Decoding of Vision-Language Models
EMNLP 2025
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models
ACL 2024
Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency
ICML 2024
SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models
UAI 2023