Yi-Lin Sung

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authored a paper 4 months ago

Unlearning Sensitive Information in Multimodal LLMs: Benchmark and Attack-Defense Evaluation

Paper • 2505.01456 • Published May 1 • 2

authored 9 papers 6 months ago

Unified Coarse-to-Fine Alignment for Video-Text Retrieval

Paper • 2309.10091 • Published Sep 18, 2023

Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy

Paper • 2310.01334 • Published Oct 2, 2023 • 3

ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models

Paper • 2310.02998 • Published Oct 4, 2023 • 1

Training Neural Networks with Fixed Sparse Masks

Paper • 2111.09839 • Published Nov 18, 2021 • 1

VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks

Paper • 2112.06825 • Published Dec 13, 2021

SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data

Paper • 2403.06952 • Published Mar 11, 2024

Glider: Global and Local Instruction-Driven Expert Router

Paper • 2410.07172 • Published Oct 9, 2024

RSQ: Learning from Important Tokens Leads to Better Quantized LLMs

Paper • 2503.01820 • Published Mar 3 • 2

LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning

Paper • 2206.06522 • Published Jun 13, 2022