Aecheon Jung
Scholar

Aecheon Jung

Google Scholar ID: 1yUuy9AAAAAJ
Sungkyunkwan University
Model MergingDomain TransferMultimodal Learning
Citations & Impact
All-time
Citations
5
 
H-index
1
 
i10-index
0
 
Publications
5
 
Co-authors
9
list available
Resume (English only)
Academic Achievements
  • Publications include:
  • “SyMerge: From Non-Interference to Synergistic Merging via Single-Layer Adaptation” (Under Review)
  • “Training-Free Token Pruning via Zeroth-Order Gradient Estimation in Vision-Language Models” (Under Review)
  • “Dynamic Rank Adjustment for Accurate and Efficient Neural Network Training” (Under Review)
  • “Task Vector Quantization for Memory-Efficient Model Merging” (ICCV 2025)
  • “IAM: Enhancing RGB-D Instance Segmentation with New Benchmarks” (arXiv, 2025)
  • “Scale-aware Token-matching for Transformer-based Object Detector” (Pattern Recognition Letters, 2024)
  • 3rd Place, IR Instance Segmentation Challenge, ICRA 2025 (Hanwha Systems)
  • Silver Prize, University Student Mathematics Competition (Korean Mathematical Society)
  • Reviewer for ICLR 2026; Program Committee Member for 2025 Bias-A-Thon