Scholar
Aecheon Jung
Google Scholar ID: 1yUuy9AAAAAJ
Sungkyunkwan University
Model Merging
Domain Transfer
Multimodal Learning
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Citations & Impact
All-time
Citations
5
H-index
1
i10-index
0
Publications
5
Co-authors
9
list available
Contact
Email
kasurashan@skku.edu
GitHub
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Publications
6 items
Relevant Evidence Decoding for Audio-Visual Hallucination Mitigation
2026
Cited
0
Training-Free Token Pruning via Zeroth-Order Gradient Estimation in Vision-Language Models
2025
Cited
0
Dynamic Rank Adjustment for Accurate and Efficient Neural Network Training
2025
Cited
0
Task Vector Quantization for Memory-Efficient Model Merging
2025
Cited
0
IAM: Enhancing RGB-D Instance Segmentation with New Benchmarks
2025
Cited
0
Tint Your Models Task-wise for Improved Multi-task Model Merging
2024
Cited
0
Resume
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
Co-authors
8 total
Sungeun Hong
Associate Professor, Sungkyunkwan University
Dongyoon Han
NAVER AI Lab
Youngeun Kim
Applied Scientist, Amazon AWS AI Labs
Bogon Ryu
Sungkyunkwan University
Soyun Choi
Sungkyunkwan University
Junhong Min
Samsung Electronics
Hyuntak Shin
Inha University
Sunwoo Lee
Assistant Professor, Inha University