Yi-Lin Sung
11 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (11) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (29)
πΊοΈ
Taxonomy Completionist
(29)
π€
Dynamic Duo
(10)
π
Keyword Champion
(2)
π
Century Club
(11)
ποΈ
Keyword Collector
(59)
π₯
Unstoppable
(5)
Conferences
NIPS (3)
CVPR (2)
EMNLP (2)
ICLR (2)
ICCV (1)
WACV (1)
Top co-authors
Keywords
model merging
(3)
multimodal learning
(2)
parameter efficient transfer learning
(2)
transfer learning
(2)
parameter-efficient transfer learning
(1)
audio-visual learning
(1)
vision transformer
(1)
vision language model
(1)
semantic alignment
(1)
cross-modal retrieval
(1)
weight sharing
(1)
instruction tuning
(1)
parameter efficient
(1)
fisher information
(1)
distributed training
(1)
text-to-image generation
(1)
diffusion model
(1)
memory efficiency
(1)
multi-task learning
(1)
catastrophic forgetting
(1)
Papers
Glider: Global and Local Instruction-Driven Expert Router
EMNLP 2025
DAM: Dynamic Adapter Merging for Continual Video QA Learning
WACV 2025
Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy
ICLR 2024
SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data
NIPS 2024
ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models
ICLR 2024
An Empirical Study of Multimodal Model Merging
EMNLP 2023
Vision Transformers Are Parameter-Efficient Audio-Visual Learners
CVPR 2023
Unified Coarse-to-Fine Alignment for Video-Text Retrieval
ICCV 2023
VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks
CVPR 2022
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning
NIPS 2022
Training Neural Networks with Fixed Sparse Masks
NIPS 2021