Xuming Ran
5 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
🏆
Grand Slam
Conferences
AAAI (2)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
continual learning
(1)
catastrophic forgetting
(1)
vision transformer
(1)
domain adaptation
(1)
visual cortex
(1)
attention mechanism
(1)
knowledge distillation
(1)
time series
(1)
neural response modeling
(1)
spiking neural network
(1)
recurrent neural network
(1)
sparse neural network
(1)
event-based vision
(1)
cross-subject generalization
(1)
subnetwork distillation
(1)
Papers
AVM: Towards Structure-Preserving Neural Response Modeling in the Visual Cortex Across Stimuli and Individuals
AAAI 2026
Distillation-Guided Structural Transfer for Continual Learning Beyond Sparse Distributed Memory
AAAI 2026
Efficient ANN-SNN Conversion with Error Compensation Learning
ICML 2025
Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanism
ICLR 2024
Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks
NIPS 2023