Scholar
Xuming Ran
Google Scholar ID: oTZip-cAAAAJ
National University of Singapore
Generative model
Visual cortex computation
Memory modelling
Continual learning
AI for Science.
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Citations & Impact
All-time
Citations
482
H-index
10
i10-index
10
Publications
17
Co-authors
0
Publications
8 items
HoReN: Normalized Hopfield Retrieval for Large-Scale Sequential Model Editing
2026
Cited
0
Reversible Lifelong Model Editing via Semantic Routing-Based LoRA
2026
Cited
0
A Simple Efficiency Incremental Learning Framework via Vision-Language Model with Nonlinear Multi-Adapters
2026
Cited
0
Representation Finetuning for Continual Learning
2026
Cited
0
Key-Value Pair-Free Continual Learner via Task-Specific Prompt-Prototype
Neural Networks · 2026
Cited
0
Distillation-Guided Structural Transfer for Continual Learning Beyond Sparse Distributed Memory
2025
Cited
0
AVM: Towards Structure-Preserving Neural Response Modeling in the Visual Cortex Across Stimuli and Individuals
2025
Cited
0
REPAIR: Robust Editing via Progressive Adaptive Intervention and Reintegration
2025
Cited
0
