Seulki Lee
8 papers · 2023–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (11) πΊοΈ Taxonomy Completionist (10)
π
Conference Polyglot
(7)
π
Grand Slam
β‘
Prolific Year
(5)
Conferences
ICML (2)
AAAI (1)
AISTATS (1)
ICLR (1)
NIPS (1)
OSDI (1)
WACV (1)
Top co-authors
Keywords
diffusion model
(2)
memory efficiency
(2)
attention mechanism
(1)
classification accuracy
(1)
adaptive learning rate
(1)
regret bound
(1)
data heterogeneity
(1)
gradient approximation
(1)
activation memory
(1)
text-to-video generation
(1)
client selection
(1)
non-iid datum
(1)
transformer training
(1)
model efficiency
(1)
on-device inference
(1)
composite dataset
(1)
model performance
(1)
token merging
(1)
mobile computing
(1)
momentum factorization
(1)
Papers
Mobile-Oriented Video Diffusion: Enabling Text-to-Video Generation on Mobile Devices Without Retraining, Compression, or Pruning
WACV 2026
SMMF: Square-Matricized Momentum Factorization for Memory-Efficient Optimization
AAAI 2025
PPT: Patch Order Do Matters In Time Series Pretext Task
ICLR 2025
TransPL: VQ-Code Transition Matrices for Pseudo-Labeling of Time Series Unsupervised Domain Adaptation
ICML 2025
Position: The AI Conference Peer Review Crisis Demands Author Feedback and Reviewer Rewards
ICML 2025
Bayesian Code Diffusion for Efficient Automatic Deep Learning Program Optimization
OSDI 2025
On-Demand Federated Learning for Arbitrary Target Class Distributions
AISTATS 2024
Softmax Output Approximation for Activation Memory-Efficient Training of Attention-based Networks
NIPS 2023